Cited by 2,346Neural and Behavioral Psychology StudiesNeurotransmitter Receptor Influence on BehaviorEmotions and Moral Behavior

The brain basis of emotion: a meta-analytic review

Open access
Lindquist, Kristen A., Wager, Tor D., Kober, Hedy, Bliss-Moreau, Eliza, Barrett, Lisa Feldman·2012·Behavioral and Brain Sciences

Abstract

Researchers have wondered how the brain creates emotions since the early days of psychological science. With a surge of studies in affective neuroscience in recent decades, scientists are poised to answer this question. In this target article, we present a meta-analytic summary of the neuroimaging literature on human emotion. We compare the locationist approach (i.e., the hypothesis that discrete emotion categories consistently and specifically correspond to distinct brain regions) with the psychological constructionist approach (i.e., the hypothesis that discrete emotion categories are constructed of more general brain networks not specific to those categories) to better understand the brain basis of emotion. We review both locationist and psychological constructionist hypotheses of brain-emotion correspondence and report meta-analytic findings bearing on these hypotheses. Overall, we found little evidence that discrete emotion categories can be consistently and specifically localized to distinct brain regions. Instead, we found evidence that is consistent with a psychological constructionist approach to the mind: A set of interacting brain regions commonly involved in basic psychological operations of both an emotional and non-emotional nature are active during emotion experience and perception across a range of discrete emotion categories.

Integrity signals

Registry

Crossref · 10.1017/s0140525x11000446

Cites

790 of 790 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

27 of 126 cited sources checked · 20 supported · 0 flagged · accuracy not yet measured

  • Premisecitation

    A functioning peripheral nervous system is not required for a person to experience a core affective state, provided they have prior experiences that give them central nervous system representations of bodily states.

    “A functioning peripheral nervous system is not necessary for a person to experience a core affective state (e.g., Critchley et al. 2001) as long as they have some prior experiences to provide them with central nervous system representations of bodily states.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites Critchley et al. 2001 source

      The Discussion (page unavailable) says that people with acquired peripheral autonomic failure may avoid major emotional deficits partly because established representations can reduce dependence on direct peripheral feedback. But the study concerns autonomic failure, not loss of a functioning peripheral nervous system altogether; it also identifies intact non-autonomic sensory pathways and other bodily responses as reasons emotional deficits may be limited. Prior experience alone is therefore not established as sufficient. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
  • Premisecitation

    The anterior cingulate cortex-sadness hypothesis derives support from prior meta-analyses of the neuroimaging literature.

    “The ACC-sadness hypothesis, similarly to the OFC-anger hypothesis, derives support from prior meta-analyses of the neuroimaging literature (e.g., Murphy et al. 2003; Phan et al. 2002).”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites Murphy et al. 2003 source
    • cites Phan et al. 2002 source
  • Interpretationcitation

    These anatomical connections can explain why anterior midcingulate cortex is part of an intrinsic brain network that shows increased activity when environmental stimuli are personally salient.

    “These anatomical connections can explain why the aMCC is part of an intrinsic brain network that shows increased activity when stimuli in the environment are personally salient (Seeley et al. 2007).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Seeley et al. 2007 source
  • Premisecitation

    Recent behavioral studies show that categorical perception of discrete emotion is supported by language.

    “In locationist accounts, language is thought to be epiphenomenal to discrete emotion (Ekman & Cordano, in press), although recent behavioral studies show that categorical perception of discrete emotion is supported by language (Fugate et al. 2010; Roberson & Davidoff 2000; Roberson et al. 2007).”
    Quote in the paperNot a substantial claim3 of 3 sources checked
    • cites Fugate et al. 2010 source
    • cites Roberson & Davidoff 2000 source
    • cites Roberson et al. 2007 source
  • Premisecitation

    Even rats do many things within a single emotion category: in the face of threat, they can freeze, flee, or engage in defensive treading.

    “Even rats do many things within a single emotion category: in the face of a threat, rats can freeze (e.g., LeDoux et al. 1990), flee (Vazdarjanova & McGaugh 1998), or engage in “defensive treading,” in which they kick bedding in the direction of a known threat (Reynolds & Berridge 2002; 2003; 2008).”
    Quote in the paperSubstantial claim3 of 3 sources checked
    • cites LeDoux et al. 1990 source
    • cites Vazdarjanova & McGaugh 1998 source
    • cites Reynolds & Berridge 2002 source

      The “GABAergic defensive treading, affect, and fear” section describes rats kicking sand toward targets and building protective mounds, and compares this with natural responses to threats. But it says the treading observed in this study was directed at parts of the chamber in the absence of actual threats, so it does not establish the claim’s specific description of bedding kicked toward a known threat. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • Classified as probably not a substantial claim. 32
  • May combine two claims. 47
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationcitation

    Executive attention is the fourth operation specific to our psychological constructionist approach.

    “Executive attention is the fourth operation that is particular to our psychological constructionist approach (Barrett 2009a; Barrett et al. 2004).”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites Barrett 2009a

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Barrett et al. 2004 source
  • May combine two claims.

    Premisecitation

    Executive attention need not be volitional or effortful and can operate well before subjective experience is generated.

    “Importantly, executive attention need not be volitional or effortful and can operate well before subjective experience is generated (Barrett et al. 2004).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Barrett et al. 2004 source
  • May combine two claims.

    Premisecitation

    The lateral and medial orbitofrontal cortex have been linked to associative learning, decision making, and reversal learning.

    “Consistent with the idea that the OFC unites internal and external sensory information, the lateral OFC and the medial OFC have been linked to associative learning (Rolls et al. 1994; 1996) decision making (e.g., Bechara et al. 1996; 2000; Koenigs et al. 2007) and reversal learning, in which the reward values associated with choice options are reversed and animals must learn the current reward”
    Quote in the paperNot a substantial claim2 of 3 sources checked
    • cites Rolls et al. 1994 source

      The paper links the orbitofrontal cortex to learning associations between sensory stimuli and rewards, and the Discussion reports impaired reversal of those associations after ventral frontal damage. It does not distinguish lateral from medial orbitofrontal cortex, so it does not establish the claim for both subdivisions. The decision-making citations in the citing sentence point to other works, not Rolls et al. (1994). (LLM, conf=0.84)

      Experimental — accuracy not yet measured
    • cites Bechara et al. 1996

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Chudasama & Robbins 2003 source
  • May combine two claims.

    Premisecitation

    This set of brain regions has been called the 'episodic memory network' or 'default network' and is active during recall of the past, imagination of the future, context-sensitive predictions about others' thoughts and feelings, and meaning-making from exteroceptive sensations.

    “This set of brain regions has also been called the “episodic memory network” (e.g., Vincent et al. 2006) or the “default network” (e.g., Raichle et al. 2001) and is active when people recall the past (e.g., Buckner & Carroll 2007; Schacter et al. 2007; see McDermott et al. 2009 for a meta-analysis), imagine the future (e.g., Addis et al. 2007; see Hassabis & Maguire 2009; Moulton & Kosslyn 2009;”
    Quote in the paperSubstantial claim1 of 3 sources checked
    • cites Vincent et al. 2006

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Raichle et al. 2001 source
    • cites Buckner & Carroll 2007 source
  • May combine two claims.

    Premisecitation

    Even infants routinely use the phonological form of words to make conceptual inferences about novel objects that share little perceptual similarity, and adults are believed to do the same.

    “In fact, even infants routinely use the phonological form of words to make conceptual inferences about novel objects that share little perceptual similarity (Dewar & Xu 2009; Ferry et al. 2010; Xu 2002) and we believe that adults do the same thing.”
    Quote in the paperSubstantial claim1 of 3 sources checked
    • cites Dewar & Xu 2009 source
    • cites Ferry et al. 2010 source

      The Results (page unavailable) report that 3- and 4-month-olds hearing labeling phrases showed evidence of object categorization, whereas those hearing tones did not. But the Discussion (page unavailable) suggests that speech may promote attention and says the relevant auditory features remain unknown; it does not establish that infants use words’ phonological form to infer a shared category for objects with little perceptual similarity. The statement about adults is the citing authors’ belief, not a finding attributed to this source. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites Xu 2002

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation

    Pregenual anterior cingulate cortex is implicated in pain, perhaps because it supports the feeling of suffering.

    “Finally, pACC is implicated in pain, perhaps because it supports the feeling of “suffering” (cf. Vogt 2005).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Vogt 2005 source
  • May combine two claims.

    Premisecitation

    The anterior temporal lobe supports language as a heteromodal association area involved in concept representation, and the right anterior temporal lobe has been implicated in representing abstract social concepts.

    “The ATL supports language as a heteromodal association area involved in the representation of concepts (Lambon Ralph et al. 2009; Pobric et al. 2007; Rogers et al. 2004) and the right ATL has been implicated in the representation of abstract social concepts (e.g., Zahn et al. 2009).”
    Quote in the paperSubstantial claim3 of 3 sources checked
    • cites Lambon Ralph et al. 2009 source
    • cites Pobric et al. 2007 source
    • cites Zahn et al. 2009 source
  • May combine two claims.

    Premisecitation

    The pregenual and subgenual anterior cingulate cortex have known affective function and are thought to instantiate visceromotor responses observed during classical conditioning, pain, and affective behaviors.

    “The pACC and sACC have known affective function and are thought to instantiate the visceromotor responses observed during classical conditioning, pain, and affective behaviors (Devinksy et al. 1995; Vogt 2005).”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites Devinksy et al. 1995

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Vogt 2005 source

      The paper’s discussion of ACC subregions links sACC to autonomic function and classical conditioning, and links both sACC and pACC to affective activity. But it distinguishes their roles in pain: visceral nociceptive activity is associated mainly with pACC, which it says is not an autonomic integrative center like sACC. It therefore does not support attributing the same visceromotor role across classical conditioning, pain, and affective behavior to both subregions. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Bilateral dorsolateral prefrontal cortex is known to be involved in working memory and goal-directed control of attention.

    “Consistent with this functional connectivity, bilateral DLPFC is known to be involved in working memory (e.g., Champod & Petrides 2007; Constantinidis et al. 2002) and in the goal-directed control of attention (e.g., Rainer et al. 1998; see Miller 2000).”
    Quote in the paperNot a substantial claim1 of 3 sources checked
    • cites Champod & Petrides 2007 source
    • cites Constantinidis et al. 2002 source
    • cites Rainer et al. 1998

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Interpretationcitation

    Some regions reported in this review also appear in meta-analyses of other task domains, so they are not specific to emotion and also help constitute other cognitive and perceptual events.

    “means that these regions are not specific to emotion per se, and are also involved in constituting other cognitive and perceptual events”
    Quote in the paperSubstantial claim1 of 3 sources checked
    • cites Grezes & Decety 2001

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Svoboda et al. 2006 source

      Section 3.1 describes an autobiographical-memory network involving emotional and perceptual processes alongside domain-general processes such as attention and working memory. Section 3.6 also reports that emotional-memory studies share a network with standard autobiographical-memory studies. The paper does not establish the claimed overlap with meta-analyses of other task domains, and it describes some additional activations as emotion-specific. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
    • cites Krain et al. 2006 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The default network is important for constructing representations of emotion experience and perception in the moment.

    “the “default network” that is active when a person is not probed by an external stimulus in fMRI experiments (Buckner & Vincent 2007; Raichle et al. 2001) is not only important to constructing representations of the past and the future, but also for constructing representations of emotion experience and perception in the moment.”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites Buckner & Vincent 2007 source
    • cites Raichle et al. 2001 source
  • May combine two claims.

    Findingown data

    The meta-analysis found no evidence of functional specificity for any emotion category; each region activated for one emotion category was also activated for at least one other category.

    “We did not find evidence for functional specificity with respect to any emotion category in our analyses (i.e., every region that was activated for one emotion category was activated for at least one other category).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Only four voxels from the density analysis showed functional selectivity for disgust perception, and right insula activity was not specific to disgust perception.

    “Our χ2 analysis revealed that only four of the voxels identified in the density analysis showed functional selectivity for instances of disgust perception (Table 2), however, and increased activity in the right insula was not specific to instances of disgust perception (Fig. 6).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Compared with other brain regions, two voxels in the left anterior insula showed more consistent activation increases during anger experience than during experience of any other emotion, with only one voxel showing functional selectivity.

    “As compared to other brain regions, two voxels in the left anterior insula also had more consistent increases in activation during instances of anger experience than during the experience of any other emotion (Table 1; only one voxel showed functional selectivity, see Table 2).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Increased activity in subgenual anterior cingulate cortex was marginally (p < 0.09) likely when participants were evaluating their feelings, consistent with this area's role as a visceromotor regulation site.

    “Increased activity in the sACC was marginally (p < 0.09) likely when participants were evaluating their feelings, again consistent with this area's role as a visceromotor regulation site.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Chi-square analyses revealed that a subset of voxels identified in the density analysis were functionally selective for disgust perception, although they were not specific to disgust.

    “χ2 analyses revealed that a subset of the voxels identified in the density analysis were functionally selective for instances of disgust perception (Table 2), although they were not specific to instances of disgust (Fig. S3).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Density analyses revealed that compared with voxels in other brain regions, right ventrolateral prefrontal cortex voxels had more consistent activation increases during disgust perception than during perception of any other emotion category; logistic regression confirmed this.

    “Our density analyses revealed that as compared to voxels within other brain regions, voxels within the right VLPFC had more consistent increases during instances of disgust perception than during the perception of any other emotion category; these findings were confirmed with a logistic regression (Table 1; Table S6).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Chi-square analyses indicated that some of these voxels were functionally selective to anger perception, although they were not specific to perceiving anger.

    “Our χ2 analyses indicated that some of these voxels were functionally selective to instances of anger perception (Table 2), although they were not specific to perceiving anger (Fig. S3).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    According to psychological construction, every mental state-whether experienced as a discrete emotion or not-is realized by more basic psychological operations, or 'ingredients' of the mind.

    “In psychological construction, all mental states, whether they are experienced as an instance of a discrete emotion category or not, are realized by more basic psychological operations or “ingredients” of the mind.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    These basic psychological operations are not functionally specific to any discrete emotion category, nor even to the category of emotion itself.

    “These basic psychological operations are not functionally specific to any discrete emotion category, or even to the category emotion itself.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning

    A person can construe core affect as a physical symptom, a simple feeling, or an instance of a discrete emotion category.

    “A person can make the situated conceptualization that core affect is a physical symptom (e.g., a racing heart), a simple feeling (e.g., feeling tired or wound up), or an instance of a discrete emotion category (e.g., anger vs fear).”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Interpretationcitation

    Conceptualization is the process of using stored representations of prior experiences-memories and knowledge-to make meaning of sensations in the present moment.

    “Conceptualization is the process by which stored representations of prior experiences (i.e., memories, knowledge) are used to make meaning out of sensations in the moment (Wilson-Mendenhall et al. 2011).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Wilson-Mendenhall et al. 2011

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    Changes in core affect serve as a homeostatic barometer-the body's way of indicating whether environmental objects are valuable in a given context.

    “Changes in core affect are a homeostatic barometer – the body's way of representing whether objects in the environment are valuable or not in a given context.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Interpretationnone given

    In the conceptual act model, emotions arise when individuals use knowledge from prior experiences to make meaning of sensory input from the body and the external world.

    “In our psychological constructionist model, called the “conceptual act model,” emotions emerge when people make meaning out of sensory input from the body and from the world using knowledge of prior experiences.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    In the past, most researchers who found brain correlates of emotion merely assumed their results were consistent with a locationist approach, because such models were the only ones linking psychological states to a biological level in an evolutionarily relevant way.

    “In the past, most researchers who found brain correlates of emotion merely assumed that their results were consistent with a locationist approach (e.g., the basic emotion approach) because these were the only models to map psychological states to a biological level of analysis in a way that was linked to evolution.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    The model does not propose any new or unique mental processes that cause emotion; instead, it proposes categorization, a mechanism already well documented in psychological and cognitive neuroscience.

    “In our model, we do not propose any new or unique mental processes that cause emotion; instead, we propose a mechanism (categorization) that has been well documented in the psychological and cognitive neuroscience literature.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Study design and conductreasoning

    After adding 2006 and 2007 papers, the authors restricted the sample to studies of discrete emotion experience or perception so that consistent and specific brain localizations for those categories would be more likely to appear if present.

    “After updating our database to include papers from 2006 and 2007, we exclusively sampled studies that focused on discrete emotion experiences or perceptions to increase the likelihood that we would find consistent and specific brain localizations corresponding to these categories, should they exist”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Study design and conductreasoning

    The authors selected analysis options that gave the locationist model a clear and fair test, even though this put the psychological constructionist model at a disadvantage.

    “Given the popularity of locationist models of emotion, we made analysis choices that favored a clear and unbiased test of the locationist approach, even though it disadvantaged us in testing the full scope and power of the psychological constructionist approach.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    The meta-analytic results contradicted a locationist account of amygdala function and fit better with the psychological constructionist account.

    “Our meta-analytic findings were inconsistent with a locationist hypothesis of amygdala function but were more consistent with the psychological constructionist hypothesis.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationnone given

    Although debates continue about how categorization works, the fact that it works is not disputed.

    “There are ongoing debates about how categorization works, but the fact that it works is not in question.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.

    Interpretationcitation

    In our view, emotion categories are abstract categories that are socially constructed.

    “In our view, emotion categories are abstract categories that are socially constructed (Barrett 2009a).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Barrett 2009a

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationcitation

    Together, the functional networks that instantiate basic psychological operations during emotion experiences and perceptions form the 'neural reference space for discrete emotion'.

    “Together, the functional networks that instantiate basic psychological operations during emotion experiences and perceptions form the “neural reference space for discrete emotion.””
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    These results fit the psychological constructionist idea that the amygdala responds to salient perceptual stimuli, because the fear perception and disgust experience contrasts in the database tended to use visual stimuli that were novel or unfamiliar to participants.

    “These findings are consistent with the psychological constructionist hypothesis that the amygdala responds to salient perceptual stimuli because contrasts in our database that assessed the perception of fear and experience of disgust tended to use visual stimuli that are novel or unfamiliar to participants.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The contrasts in the database that assessed fear perception and disgust experience tended to use visual stimuli that were novel or unfamiliar to participants.
  • May combine two claims.

    Interpretationown data

    This result replicates earlier meta-analytic evidence and agrees with the hypothesis that the amygdala responds preferentially to salient exteroceptive rather than interoceptive sensations.

    “This finding replicates prior meta-analytic evidence (Costafreda et al. 2008) and is consistent with our hypothesis that the amygdala responds preferentially to salient exteroceptive (vs. interoceptive) sensations.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Costafreda et al. 2008 source
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Interpretationreasoning

    A brain region might be functionally selective for a given emotion category in a given instance because it helps realize a more basic operation that contributes to the emergent state.

    “A brain region might be functionally selective for a given emotion category in a given instance, however, because it helps realize a more basic operation that contributes to the emergent state.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    The meta-analytic results contradicted the locationist account that the anterior insula is the brain seat of disgust and fit better with the psychological constructionist account that insula activity is correlated with interoception and awareness of affective feelings.

    “Our meta-analytic findings were inconsistent with the locationist account that the anterior insula is the brain seat of disgust but were more consistent with the psychological constructionist account that insula activity is correlated with interoception and the awareness of affective feelings.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    Because no functional specificity was found, the results address only functional selectivity.

    “Therefore, our findings only speak to functional selectivity.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationcitation

    Inability to properly integrate exteroceptive and interoceptive information results in behavior inappropriate to context, explaining altered non-aggressive social behavior and aggression observed in individuals with orbitofrontal cortex damage.

    “The inability to properly integrate exteroceptive and interoceptive information will result in behavior that is inappropriate to that context, explaining the altered non-aggressive social behavior (e.g., Beer et al. 2003; Eslinger & Damasio 1985; Saver & Damasio 1991; see Damasio et al. 1990) and aggression (Grafman et al. 1996) observed in individuals with OFC damage.”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Beer et al. 2003

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Grafman et al. 1996 source
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationnone given

    Categorization (or conceptualization) is a fundamental human brain process that acts like a chisel, causing people to attend to some features in a sensory array and ignore others.

    “Categorization (or conceptualization) is a fundamental process in the human brain that functions like a chisel, leading people to attend to certain features in a sensory array and to ignore others.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    Our hypothesized psychological operations, as they currently stand, are associated with assemblies of neurons within distributed networks, rather than a one-to-one mapping of ingredient to network.

    “Our hypothesized psychological operations, as they currently stand, are associated with assemblies of neurons within distributed networks (rather than a one-to-one mapping of ingredient to network).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationnone given

    Executive attention can control which exteroceptive sensory representations are favored for further processing, or whether core affect is consciously represented in awareness.

    “Executive attention can also control which exteroceptive sensory representations are favored for additional processing, or if core affect is consciously represented in awareness.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationcitation

    Conceptualization can be described as producing cognitive appraisals that realize emotion.

    “Conceptualization can be said to produce cognitive appraisals realizing emotion (Barrett et al. 2007c), where such appraisals are descriptions of the features or properties of emotional experience (Clore & Ortony 2008).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Barrett et al. 2007c

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Clore & Ortony 2008

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Classified as probably not a substantial claim.

    Interpretationnone given

    The model proposes two additional operations that are important for the psychological construction of emotion.

    “Our model proposes two additional operations that are important to the psychological construction of emotion.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    The authors ran several statistical tests that could have produced support for the locationist model.

    “We also conducted a number of statistical analyses with the potential to yield evidence in favor of a locationist account”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Areas of the ventrolateral prefrontal cortex are implicated in semantic processing, object categorization, representation of feature-based information for abstract categories, selection among competing response representations, and response inhibition.

    “Areas of the VLPFC on the other hand, are implicated in semantic processing tasks (e.g., Gitelman et al. 2005), categorization of objects (e.g., Freedman et al. 2001), representation of feature-based information for abstract categories (e.g., Freedman et al. 2002; see Miller et al. 2002), selection amongst competing response representations (e.g., Badre & Wagner 2007; Schnur et al. 2009), and”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites Gitelman et al. 2005 source
    • cites Freedman et al. 2001 source
    • cites Badre & Wagner 2007 source
  • May combine two claims.

    Interpretationown data

    The findings indicate that the conceptualization network is integral in the experience and perception of discrete emotions, and are consistent with the hypothesis that prior episodic experience helps shape affect into meaningful emotion instances.

    “Our findings indicate that the conceptualization network is integral in the experience and perception of discrete emotions, and are consistent with the hypothesis (in Barrett 2006b; 2009a, b) that prior episodic experience helps shape experienced or perceived affect into meaningful instances of emotion.”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Barrett 2006b

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Barrett 2009a

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Anterior midcingulate cortex is hypothesized to play a role in executive attention and motor engagement during response selection.

    “The aMCC (Fig. 2, panel B, dusty pink) is hypothesized to play a role in executive attention and motor engagement during response selection (Mansouri et al. 2009; Rushworth et al. 2007).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Mansouri et al. 2009

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Rushworth et al. 2007 source
  • Classified as probably not a substantial claim.

    Premisecitation

    The psychological constructionist hypothesis draws on neuroscience literature showing that pregenual anterior cingulate cortex, subgenual anterior cingulate cortex, and anterior midcingulate cortex take part in distinct psychological operations related to realizing core affect.

    “Our psychological constructionist hypothesis draws on the neuroscience literature showing that pACC, sACC, and the more dorsal anterior midcingulate cortex (aMCC) (Vogt 1993; Vogt et al. 2003) take part in distinct psychological operations related to realizing core affect.”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Vogt 1993 source
    • cites Vogt et al. 2003 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationcitation

    Because the amygdala projects to anterior midcingulate cortex, increased anterior midcingulate cortex activity during fear perception may reflect response preparation to salient environmental stimuli.

    “The amygdala, which responds to motivationally salient exteroceptive sensory stimuli (see 5.1 The amygdala), projects to this area of aMCC (Vogt & Pandya 1987), so it is possible that increased activity here reflects response preparation to salient stimuli in the environment.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Vogt & Pandya 1987 source
  • May combine two claims.

    Interpretationown data

    The paper's meta-analytic evidence is inconsistent with the locationist account that the anterior cingulate cortex is the brain basis of sadness, but more consistent with a psychological constructionist hypothesis of anterior cingulate cortex function.

    “Our meta-analytic evidence is inconsistent with the locationist account that the ACC is the brain basis of sadness, but more consistent with a psychological constructionist hypothesis of ACC function.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Patients with semantic dementia have focal anterior temporal lobe atrophy, difficulty using semantic knowledge, and deficits in emotion perception and empathy.

    “Patients with semantic dementia have focal atrophy to the ATL, difficulty utilizing semantic knowledge, and exhibit deficits in emotion perception (Rosen et al. 2004) and empathy (Rankin et al. 2006).”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Rosen et al. 2004 source
    • cites Rankin et al. 2006 source
  • May combine two claims.

    Interpretationreasoning

    Because cognitive load tasks often involved attending to core affective feelings or stimuli, this finding may indicate subgenual anterior cingulate cortex's role in instantiating core affective feelings.

    “Cognitive load typically occurred in studies in which participants were asked to attend to core affective feelings (e.g., focus on their feelings, rate their feelings) or affective stimuli (e.g., focus on an affective stimulus, rate a stimulus’ emotional value) and, therefore, it is possible that this finding is indicative of the sACC's role in instantiating core affective feelings.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationcitation

    This left hippocampus finding is more likely related to encoding salient stimuli in memory than to simulating prior experiences, because the amygdala also had increased activity during fear perception and has functional connectivity with the hippocampus during encoding of salient stimuli.

    “This finding is more likely to be related to the encoding of salient stimuli in memory than simulating prior experiences, as the amygdala also had increased activity during instances of fear perception and is known to have functional connectivity with the hippocampus during encoding of salient stimuli (Kensinger & Corkin 2004).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Kensinger & Corkin 2004 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning

    As a visceromotor control area, subgenual and pregenual anterior cingulate cortex might be involved in resolving which sensory inputs influence the body when multiple sources of sensory input can influence an organism's body state.

    “By extension, as a visceromotor (i.e., autonomic) control area sACC/pACC might be involved in resolving which sensory inputs influence the body when there are multiple sources of sensory input that can influence an organism's body state.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    In behavioral neuroscience, pregenual anterior cingulate cortex has been linked to sadness because of its role in producing infant separation vocalizations, but the link between infant vocalizations and unpleasant affect is questioned.

    “In the behavioral neuroscience literature, pACC has been linked to sadness because of its role in producing the vocalizations that infant animals make when separated from their mother (e.g., MacLean & Newman 1988; see Panksepp 1998; 2007); the link between infant vocalizations and unpleasant affect are in question, however (Blumberg & Sokoloff 2001).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites MacLean & Newman 1988 source
    • cites Blumberg & Sokoloff 2001 source
  • May combine two claims.

    Interpretationreasoning

    It is not clear that ventrolateral prefrontal cortex's role is functionally specific to language, but it is functionally selective for language in certain instances.

    “It is therefore not clear that the VLPFC's role is functionally specific to language, but it is certainly functionally selective for language in certain instances.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    The hypothesized role of subgenual anterior cingulate cortex in regulating somatovisceral states could explain why it is involved in affective changes in depression and mania, and why electrical stimulation of this region relieves chronic depression.

    “The hypothesized role of sACC in regulating somatovisceral states could explain why sACC is involved in the affective changes that accompany both depression (e.g., Drevets et al. 1992; see Gotlib & Hamilton 2008) and mania (e.g., Fountoulakis et al. 2008), and why electrical stimulation of this region helps to relieve chronic depression (Mayberg, et al. 2005).”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Drevets et al. 1992

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Fountoulakis et al. 2008 source
    • cites Mayberg, et al. 2005 source
  • May combine two claims.

    Interpretationreasoning

    Because pregenual anterior cingulate cortex lesions increase rather than abolish crying at sad events, these findings are more consistent with pregenual anterior cingulate cortex regulating sadness than instantiating it.

    “If the pACC were involved in instantiating instances of sadness, then lesions to this structure should abolish the tendency to cry at sad events. These findings are therefore more consistent with the idea that pACC regulates instances of sadness.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Clinical depression is marked by structural and functional changes in subgenual anterior cingulate cortex, although it involves many symptoms beyond sadness.

    “Clinical depression is marked by structural and functional changes in sACC (see Gotlib & Hamilton 2008 for a review), although clinical depression involves many symptoms above and beyond the experience of sadness (Coyne 1994).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Gotlib & Hamilton 2008 source
    • cites Coyne 1994 source
  • May combine two claims.

    Interpretationcitation

    Some aspects of dorsomedial prefrontal cortex might be functionally selective for conceptualization during emotion perception, whereas others support conceptualization during emotion experience.

    “Just as perception of others and self-referential thinking involve overlapping yet distinct aspects of DMPFC (Ochsner et al. 2004a), some aspects of DMPFC might be functionally selective for conceptualization during emotion perception whereas others support conceptualization during emotion experience.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Ochsner et al. 2004a

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation

    Electrical stimulation of subgenual anterior cingulate cortex relieves intractable depression by reducing apathy and anhedonia, normalizing sleep disturbances, and decreasing gross motor impairments.

    “Electrical stimulation of the sACC relieves intractable depression by reducing feelings of apathy and anhedonia, normalizing sleep disturbances, and decreasing gross motor impairments (e.g., Mayberg et al. 2005).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Mayberg et al. 2005 source
  • May combine two claims.

    Premisecitation

    The periaqueductal gray is involved in regulating autonomic substrates that allow behavioral adaptations such as freezing, fleeing, vocalization, and reproductive behavior, and sends projections back to cortical sites involved in regulating visceral activations.

    “The periaqueducal gray (PAG) is involved in regulating the autonomic substrates that allow for behavioral adaptations such as freezing, fleeing, vocalization, and reproductive behavior (e.g., Carrive et al. 1989; Behbehani 1995; Gregg & Siegel 2001; Kim et al. 1993; Lovick 1992; Mobbs et al. 2007; Van der Horst & Holstege 1998) and also sends projections back to cortical sites involved in the”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites Carrive et al. 1989 source
    • cites Behbehani 1995 source
    • cites An et al. 1998

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationown data

    This finding is consistent with the hypothesis that language is brought to bear when constructing emotional percepts from exteroceptive sensations.

    “This finding is consistent with the hypothesis that language is brought to bear when constructing emotional percepts from exteroceptive sensations.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Interpretationreasoning

    The selectivity findings may point to differences in the contents of mental states.

    “these findings perhaps point to differences in the contents of mental states”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    A large body of EEG evidence links the left prefrontal cortex to anger experience and approach motivation.

    “This hypothesis is consistent with a large body of EEG evidence associating the left PFC with the experience of instances of anger (Harmon-Jones & Allen 1997; Harmon-Jones & Sigelman 2001) and approach motivation more generally”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Harmon-Jones & Allen 1997

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Harmon-Jones & Sigelman 2001 source
    • cites Amodio, et al. 2008 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    A locationist approach has linked the periaqueductal gray to distinct circuits corresponding to several emotion categories: rage, fear, joy, distress, love, and lust.

    “A locationist approach has linked the PAG to distinct circuits corresponding to several emotion categories: rage, fear, joy, distress, love and lust (Panksepp 1998).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Panksepp 1998 source
  • May combine two claims.

    Premisecitation

    The ventrolateral prefrontal cortex helps comprise the ventral frontoparietal network involved in directing attention to salient environmental stimuli, suggesting a more general role in executive attention.

    “The VLPFC also helps comprise the ventral frontoparietal network that is thought to be involved in directing attention to salient stimuli in the environment (Corbetta & Shulman 2002; Corbetta et al. 2008), suggesting a more general role for this region in executive attention.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Corbetta & Shulman 2002 source
    • cites Corbetta et al. 2008 source
  • Classified as probably not a substantial claim.

    Interpretationown data

    Left prefrontal cortex regions might be candidates for a network involved in approach motivation because left lateral PFC regions were consistently observed during anger experience.

    “Our findings hint that brain regions in the left PFC might be candidates for a network involved in approach motivation because regions in the left lateral PFC (including the anterior and mid-insula, VLPFC, DLPFC and OFC) were consistently observed during instances of the experience of anger.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    A previous meta-analysis found that the periaqueductal gray was most likely to show increased activity during unpleasant emotions.

    “In a previous meta-analysis, we found that the PAG was most likely to have increased activity during unpleasant emotions (Wager et al. 2008).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Wager et al. 2008
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The dorsolateral prefrontal cortex is part of the dorsal frontoparietal network thought to be involved in top-down, goal-directed selection for responses.

    “The DLPFC is part of the dorsal frontoparietal network that is thought to be involved in top-down, goal-directed selection for responses (Corbetta & Shulman 2002; Corbetta et al. 2008).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Corbetta & Shulman 2002 source
    • cites Corbetta et al. 2008 source
  • May combine two claims.

    Interpretationreasoning

    These specific action circuits are just another set of basic operations and are not evidence for distinct anatomical circuitry for complex psychological categories.

    “In our view, these are just another set of basic operations and are not, in and of themselves, evidence that there is distinct anatomical circuitry for complex psychological categories such as sadness, love, fear, anger, or greed”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning

    The constructionist view suggests that core affect, conceptualization, and executive attention cooperate to realize a behavioral outcome.

    “the view suggests that core affect, conceptualization, and executive attention (and perhaps other psychological operations) cooperate to realize a behavioral outcome.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Brain states during instances of fear and anger are best described by an interaction between the content of the experience and the context in which it occurred.

    “Brain states that occur during instances of fear and anger are best described by an interaction between the content of the experience (e.g., whether the state is labeled fear vs. anger) and the context in which it occurred (e.g., a physical vs. social context) (Wilson-Mendenhall et al. in press).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Wilson-Mendenhall et al. in press

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Interpretationreasoning

    Many different behaviors can be associated with a given discrete emotion category, and there is variety in the behaviors and autonomics that populate any given emotion category.

    “many different behaviors can be associated with a given discrete emotion category; there is variety in the behaviors and the autonomics that populate any given emotion category.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: Animals produce actions in a way that maximizes their outcome in a specific context.
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).

    Interpretationreasoning

    If a psychological constructionist approach to the mind is correct, then some of psychology's folk distinctions become phenomenological distinctions.

    “If a psychological constructionist approach to the mind is correct, then some of psychology's time-honored folk distinctions become phenomenological distinctions.”
    Quote in the paperNot a substantial claim
75 of 75
  • The authors state this as an assumption.

    Core affect is not psychologically meaningful unless it is attached to an object; it is made meaningful via a second basic psychological operation.

    “We assume that core affect is not psychologically meaningful unless it is attached to an object; it is made meaningful via a second basic psychological operation, which we describe next.”
  • The authors state this as an assumption.

    The instances of any emotion category (e.g., anger) that are created from affective feelings do not have strong statistical regularities in the real world or firm natural category boundaries.

    “Emotion words are essential to our model because we assume that the instances of any emotion category (e.g., anger) that are created from affective feelings do not have strong statistical regularities in the real world or firm natural category boundaries (for a discussion of the empirical evidence, see Barrett 2006a; 2009; Barrett et al. 2007a).”
  • The authors state this as an assumption.

    The psychological function of individual brain regions is determined, in part, by the network of brain regions it is firing with.

    “As in the neural context hypothesis, it assumes that the psychological function of individual brain regions is determined, in part, by the network of brain regions it is firing with (McIntosh 2004).”
  • The paper relies on this without support.

    The contrasts in the database that assessed fear perception and disgust experience tended to use visual stimuli that were novel or unfamiliar to participants.

    “because contrasts in our database that assessed the perception of fear and experience of disgust tended to use visual stimuli that are novel or unfamiliar to participants.”
  • The authors state this as an assumption.

    In a psychological construction approach, a given dedicated circuit for a specific behavioral adaptation will be active across a range of emotion categories, and different dedicated circuits within the periaqueductal gray will be active within instances of a single emotion category depending on which behavioral adaptation is more relevant for the immediate context.

    “In a psychological construction approach, the assumption is that a given dedicated circuit for a specific behavioral adaptation (e.g., withdrawal) will be active across a range of emotion categories (e.g., a person can withdraw in instances of both fear and anger), and different dedicated circuits within the PAG (e.g., fight, flight) will be active within instances of a single emotion category”
  • The paper relies on this without support.

    Humans do many things during instances of anger, such as yelling, hitting, remaining still, and smiling.

    “Humans (like other mammals) do many things during instances of anger, for example. Sometimes humans yell, sometimes they hit, sometimes they remain very still, and sometimes they smile.”
  • The paper relies on this without support.

    The periaqueductal gray is necessary for motivated action patterns in animals.

    “The PAG is necessary for motivated action patterns in animals”
  • The paper relies on this without support.

    Animals produce actions in a way that maximizes their outcome in a specific context.

    “Animals produce actions in a way to maximize their outcome in a specific context.”
8 of 8

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • The cerebellum likely has a major role in allostasis, concept generation, and the construction of emotion.

    “This would give the cerebellum a major role in allostasis, concept generation, and the construction of emotion (e.g. see meta-analytic evidence in Kober et al., 2008; Lindquist et al., 2012; Wager et al., 2015).”

    From The theory of constructed emotion: an active inference account of interoception and categorization (2016) · cites this paper as Lindquist et al., 2012

    Section 3 describes conceptualization and bodily regulation as ingredients in the construction of emotion, so the paper supports that general framework. Section 5.5 links conceptualization to other brain regions, however, and a search for “cerebellum” found no passage assigning it a role in allostasis, concept generation, or emotion construction. The cerebellum-specific inference is therefore not supported by this source. (LLM, conf=0.79)

    Experimental — accuracy not yet measured
  • Both groups in the debate acknowledge that in many instances feelings are a discernable component or constituent of an emotional response.

    “However, both groups acknowledge that in many instances feelings are a discernable component/constituent of an emotional response (which tends to more complex).”

    From Physiological feelings (2019) · cites this paper as Lindquist et al., 2012

    Experimental — accuracy not yet measured
  • Many other regions are involved in emotion, including ventral striatum, insula, and brainstem regions such as periaqueductal gray.

    “However, many other regions are involved in emotion (Kober et al. 2008;Vytal and Hamann 2010;Lindquist et al. 2012).”

    From Cognitive Reappraisal of Emotion: A Meta-Analysis of Human Neuroimaging Studies (2014) · cites this paper as Lindquist et al. 2012

  • These regions, particularly striatum, midbrain and amygdala, are typically considered highly involved in reward and emotion-related processes.

    “These regions, particularly the striatum, midbrain and amygdala, are typically considered highly involved in reward and emotion-related processes.40, 41, 42”

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • Disgust findings reverse the left and right OFC

    Minor

    The density results associate disgust experience with the left lateral OFC and disgust perception with the right. The subsequent sentence uses "respectively" to assign those findings to the right and left OFC in the opposite order.

1 of 1

Cites

Flagged first, then by citations

9 of the 799 references couldn’t be matched to a known paper.

Research works printed but not linked: 10

  1. Tomkins, 1963, Affect imagery consciousness: Vol. 2: The negative affects
  2. Wager, 2008, Handbook of emotions
  3. Moriguchi, 2010, Differential hemodynamic response in affective circuitry with aging: Novely, valence and arousal, Journal of Cognitive Neuroscience, 23
  4. Cacioppo, 2000, Handbook of emotions, 173
  5. Rozin, 2008, The handbook of emotions, 757
  6. Gendron M. , Lindquist K. A. , Wager T. D. , Bliss-Moreau E. , Kober H. & Barrett L. F. (in preparation) Seeing with feeling: A meta-analytic review of visual cortex activity in emotion.
  7. Clore, 2008, Handbook of emotions, 628
  8. 10.1037/a0019017 · DOI · Paper page
  9. James, 1890, Principles of psychology
  10. de Bruin, 1990, Social behavior in the prefrontal cortex, Progress in Brain Research, 85, 495

Cited by

Sorted by citations

Authors
Lindquist, K. A., Wager, T. D., Kober, H., Bliss-Moreau, E., & Barrett, L. F.
Affiliations
  • Harvard University (US)
  • University of Colorado Boulder (US)
  • Northeastern University (US)
Venue
Behavioral and Brain Sciences
Published
2012-05-23
Volume
35
Issue
3
Pages
121-143
ISSN
  • 0140-525X (ISSN-L)
  • 1469-1825
OpenAlex
W2105931454
Cited by
2,320
References
799
Citations by year
2026: 117 · 2025: 185 · 2024: 147 · 2023: 124 · 2022: 175 · 2021: 193 · 2020: 215 · 2019: 219 · 2018: 155 · 2017: 173 · 2016: 155 · 2015: 149 · 2014: 160 · 2013: 97 · 2012: 38
FWCI
11.28
Type
journal article
Language
en
Open access
Locations
  • Behavioral and Brain Sciences (publishedVersion)
  • PubMed (publishedVersion)
  • Europe PMC (PubMed Central) (acceptedVersion)
  • PubMed Central (acceptedVersion)
Funders
  • National Science Foundation (0631637)
  • Harvard University
  • National Alliance for Research on Schizophrenia and Depression
  • National Institutes of Health (DP1OD003312)
  • National Institute on Aging (AG030311, R01AG030311)
  • National Institute of Mental Health (R01MH076136)
  • National Center for Research Resources (UL1RR024986)
  • National Institute on Minority Health and Health Disparities (IRC2MD004767-01)
Topics
  • Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
  • Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neurotransmitter Receptor Influence on Behavior
  • Social Sciences › Psychology › Social Psychology › Emotions and Moral Behavior
Keywords
brain networks, emotion categories, emotion perception, emotional experience, affective neuroscience, neuroimaging of emotion
MeSH terms
Brain, Emotions, Humans, Radiography, Neuroimaging

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-09-28.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-09-28.

Cited sources are checked by gpt-6-sol.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

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