The subjective experience of emotion: a fearful view
Open accessAbstract
We argue that subjective emotional experience, the feeling, is the essence of an emotion, and that objective manifestations in behavior and in body or brain physiology are, at best, indirect indicators of these inner experiences. As a result, the most direct way to assess conscious emotional feelings is through verbal self-report. This creates a methodological barrier to studies of conscious feelings in animals. While the behavioral and physiological responses are not 'emotions,' they contribute to emotions indirectly, and sometimes profoundly. Whether non-verbal animals have emotional experiences is a difficult, maybe impossible, question to answer in the positive or negative. But because behavioral and physiological responses are important contributors to emotions, and the circuits underlying these are highly conserved, studies of animals have an important role in understanding how emotions are expressed and regulated in the brain. Conflation of circuits that directly give rise to conscious emotional feelings with circuits that indirectly influences these conscious feelings has hampered progress in efforts to understand emotions, and also to understand and to develop treatments for emotional disorders. Recognition of differences in these circuits will allow research in animals to have a lasting impact on understanding of human emotions as research goes forward.
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It has been argued that such different-level processes do not necessarily have to contribute to the same conscious emotional state.
“It has been argued that such different-level processes do not necessarily have to contribute to the same conscious emotional state (cf. LeDoux and Hofmann, 2018).”
From Aversive response to uncertainty as a mediator for the effect of a mindfulness intervention on symptoms of anxiety (2022) · cites this paper as LeDoux and Hofmann, 2018
In theoretical work on emotional consciousness, LeDoux and colleagues argue that lower-order responses can contribute to, but are not necessary for, the conscious experience of any emotional cognitive state.
“In theoretical work on emotional consciousness, LeDoux and colleagues argue that lower-order responses can contribute to, but are not necessary for, the conscious experience of any emotional cognitive state (LeDoux & Brown, 2017;LeDoux & Hofmann, 2018).”
From Responding to uncertain threat: A potential mediator for the effect of mindfulness on anxiety (2021) · cites this paper as LeDoux & Hofmann, 2018
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Cites
The expression of the emotions in man and animals.
Darwin, C. D. (1872) · J. Murray eBooks · doi:10.1037/10001-000 · Cited by 12,120 · see citing works
Telling more than we can know: Verbal reports on mental processes.
Nisbett, R. E., & Wilson, T. D. (1977) · Psychological Review · doi:10.1037/0033-295x.84.3.231 · Cited by 11,317 · cited 1× · see citing works
“It is most suitable for assessing the content of immediate experiences rather than remembered experiences [14,19] and is less useful for assessing the motivations underlying actions since these are often not consciously available and verbalizable [20,21].”
BackgroundDESCARTES' ERROR: Emotion, Reason, and the Human Brain
Marg, E. (1995) · Optometry and Vision Science · doi:10.1002/j.1538-9235.1995.tb03988.x · Cited by 8,177 · see citing works
How do you feel — now? The anterior insula and human awareness
(Bud) Craig, A. D. (2009) · Nature Reviews Neuroscience · doi:10.1038/nrn2555 · Cited by 6,657 · cited 1× · see citing works
“Modern versions of this theory by Antonio Damasio [31,32] and A.D. Craig [33,34] have proposed that fearful and other emotional feelings are the result of activity in body sensing circuits in the neocortex (somato-sensory and/or insula areas) that represent body states, such as those triggered when…”
BackgroundCognitive, social, and physiological determinants of emotional state.
Schachter, S., & Singer, J. (1962) · Psychological Review · doi:10.1037/h0046234 · Cited by 6,223 · see citing works
Core affect and the psychological construction of emotion.
Russell, J. A. (2003) · Psychological Review · doi:10.1037/0033-295x.110.1.145 · Cited by 6,113 · see citing works
Protocol Analysis: Verbal Reports as Data
Danks, J. H., Ericsson, K. A., & Simon, H. A. (1985) · The American Journal of Psychology · doi:10.2307/1422516 · Cited by 4,452 · see citing works
Affective Neuroscience: The Foundations of Human and Animal Emotions
Panksepp, J. (1998) · doi:10.1093/oso/9780195096736.001.0001 · Cited by 4,428 · see citing works
Book Review: Protocol Analysis: Verbal Reports as Data
Venkatesan, M., Ericsson, K. A., & Simon, H. A. (1986) · Journal of Marketing Research · doi:10.2307/3151491 · Cited by 4,361 · see citing works
(1996) · Cited by 3,692 · see citing works
Self-citationJAMES, W. (1884) · Mind · doi:10.1093/mind/os-ix.34.188 · Cited by 3,446 · see citing works
The nature of emotion: Fundamental questions.
Ekman, P., & Davidson, R. J. (1994) · Oxford University Press eBooks · Cited by 2,839 · see citing works
Ekman, P. (1992) · Psychological Review · doi:10.1037/0033-295x.99.3.550 · Cited by 2,376 · see citing works
Maximizing exposure therapy: An inhibitory learning approach
Craske, M. G., Treanor, M., Conway, C. C., Zbozinek, T., & Vervliet, B. (2014) · Behaviour Research and Therapy · doi:10.1016/j.brat.2014.04.006 · Cited by 2,339 · cited 1× · see citing works
“Some argue that self-reported fear is an inadequate measure of the patient’s emotional state because reduction in reported fear during exposure sessions does not predict long-term treatment effects [68,69].”
BackgroundJames, W. (2005) · Williams & Wilkins eBooks · doi:10.1037/10735-001 · Cited by 2,221 · see citing works
Solving the Emotion Paradox: Categorization and the Experience of Emotion
Barrett, L. F. (2006) · Personality and Social Psychology Review · doi:10.1207/s15327957pspr1001_2 · Cited by 1,679 · see citing works
Optimizing inhibitory learning during exposure therapy
Craske, M. G., Kircanski, K., Zelikowsky, M., Mystkowski, J., Chowdhury, N., & Baker, A. (2008) · Behaviour Research and Therapy · doi:10.1016/j.brat.2007.10.003 · Cited by 1,607 · see citing works
Rethinking the Emotional Brain
LeDoux, J. (2012) · Neuron · doi:10.1016/j.neuron.2012.02.004 · Cited by 1,594 · cited 1× · see citing works
“Such states, for example, can be referred in terms of neural activity in a defensive survival circuit (rather than in a fear circuit) [4].”
BackgroundSelf-citationTwo-process learning theory: Relationships between Pavlovian conditioning and instrumental learning.
Rescorla, R. A., & Solomon, R. L. (1967) · Psychological Review · doi:10.1037/h0024475 · Cited by 1,487 · cited 1× · see citing works
“With the rise of physiological approaches to behavior in the middle of the 20th century, fear became a hypothetical physiological state (central state), that connects threats with defensive behaviors [36].”
BackgroundThe nature of feelings: evolutionary and neurobiological origins
Damasio, A., & Carvalho, G. B. (2013) · Nature Reviews Neuroscience · doi:10.1038/nrn3403 · Cited by 1,280 · cited 2× · see citing works
“Modern versions of this theory by Antonio Damasio [31,32] and A.D. Craig [33,34] have proposed that fearful and other emotional feelings are the result of activity in body sensing circuits in the neocortex (somato-sensory and/or insula areas) that represent body states, such as those triggered when…”
BackgroundThe amygdala: Neurobiological aspects of emotion, memory and mental dysfunction
Scheel-Krüger, J. (1993) · Journal of Chemical Neuroanatomy · doi:10.1016/0891-0618(93)90037-5 · Cited by 1,277 · see citing works
(2002) · Medical Entomology and Zoology · Cited by 1,161 · see citing works
Self-citationUsing Neuroscience to Help Understand Fear and Anxiety: A Two-System Framework
LeDoux, J. E., & Pine, D. S. (2016) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2016.16030353 · Cited by 1,035 · see citing works
Self-citationRosenthal, D. M. (2005) · doi:10.1093/oso/9780198236979.001.0001 · Cited by 993 · see citing works
Fear reduction and fear behavior: Problems in treating a construct
Lang, P. J. (1968) · Research in psychotherapy. · doi:10.1037/10546-004 · Cited by 989 · see citing works
LeDoux, J. E. (2014) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1400335111 · Cited by 891 · see citing works
Self-citationFrom normal fear to pathological anxiety.
Rosen, J. B., & Schulkin, J. A. (1998) · Psychological Review · doi:10.1037/0033-295x.105.2.325 · Cited by 881 · see citing works
Empirical support for higher-order theories of conscious awareness
Lau, H., & Rosenthal, D. (2011) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2011.05.009 · Cited by 869 · cited 1× · see citing works
“The higher-order approach builds on recent developments in the science and philosophy of consciousness (e.g. [7,59–61]), arguing that a general network of cognitions underlies both cognitive and emotional states of consciousness.”
BackgroundConsciousness and the brain: deciphering how the brain codes our thoughts
Rogers, T. W. (2014) · Neuropsychoanalysis · doi:10.1080/15294145.2014.956209 · Cited by 815 · see citing works
Mind and Body: Psychology of Emotion and Stress
Mandler, G. (1984) · Medical Entomology and Zoology · Cited by 762 · see citing works
A framework for studying emotions across species
Anderson, D. J., & Adolphs, R. (2014) · Cell · doi:10.1016/j.cell.2014.03.003 · Cited by 691 · see citing works
A higher-order theory of emotional consciousness
LeDoux, J. E., & Brown, R. (2017) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1619316114 · Cited by 690 · cited 4× · see citing works
“Specifically, studies in humans show that the amygdala can respond to threats without the person knowing the threat is present and without feeling fear, and other studies show that fear can be experienced when the amygdala is damaged [26,27]; for review see [6,7].”
BackgroundInfluentialSelf-citationThe NIMH research domain criteria initiative: Background, issues, and pragmatics
Kozak, M. J., & Cuthbert, B. N. (2016) · Psychophysiology · doi:10.1111/psyp.12518 · Cited by 655 · see citing works
(1992) · Cited by 626 · see citing works
Adolphs, R. (2013) · Current Biology · doi:10.1016/j.cub.2012.11.055 · Cited by 524 · see citing works
Relative blindsight in normal observers and the neural correlate of visual consciousness
Lau, H. C., & Passingham, R. E. (2006) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0607716103 · Cited by 518 · see citing works
I. Synchrony and desynchrony in fear and avoidance
Rachman, S., & Hodgson, R. (1974) · Behaviour Research and Therapy · doi:10.1016/0005-7967(74)90005-9 · Cited by 500 · see citing works
Post-decision wagering objectively measures awareness
Persaud, N., McLeod, P., & Cowey, A. (2007) · Nature Neuroscience · doi:10.1038/nn1840 · Cited by 454 · see citing works
Consciousness lost and found: a neuropsychological exploration
(1998) · Choice Reviews Online · doi:10.5860/choice.35-3011 · Cited by 432 · see citing works
II. Desynchrony in measures of fear
HODGSON, R. J., & Rachman, S. (1974) · Behaviour Research and Therapy · doi:10.1016/0005-7967(74)90006-0 · Cited by 428 · see citing works
Synaptic Self: How our Brains Become who we Are
Warren, J. D. (2002) · Journal of the Royal Society of Medicine · doi:10.1177/014107680209500717 · Cited by 424 · see citing works
(2014) · Cited by 422 · see citing works
50 years of hurdles and hope in anxiolytic drug discovery
Griebel, G., & Holmes, A. (2013) · Nature Reviews Drug Discovery · doi:10.1038/nrd4075 · Cited by 414 · see citing works
(1975) · Elsevier eBooks · doi:10.1016/b978-0-12-278656-3.x5001-7 · Cited by 391 · see citing works
Decoding the Nature of Emotion in the Brain
Kragel, P. A., & LaBar, K. S. (2016) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2016.03.011 · Cited by 388 · see citing works
Neurobehavioral perspectives on the distinction between fear and anxietyPreprint
Perusini, J. N., & Fanselow, M. S. (2015) · Learning & Memory · doi:10.1101/lm.039180.115 · Cited by 357 · see citing works
Fear and panic in humans with bilateral amygdala damage
Feinstein, J. S., Buzza, C., Hurlemann, R., Follmer, R. L., Dahdaleh, N. S., Coryell, W. H., Welsh, M. J., Tranel, D., & Wemmie, J. A. (2013) · Nature Neuroscience · doi:10.1038/nn.3323 · Cited by 350 · see citing works
The Science of Cognitive Therapy
Hofmann, S. G., Asmundson, G. J. G., & Beck, A. T. (2013) · Behavior Therapy · doi:10.1016/j.beth.2009.01.007 · Cited by 336 · cited 1× · see citing works
“This reflects the influence of behaviorism in the development of both traditional behavioral therapy [63] and cognitive behavioral therapy (CBT) [64], as well as findings suggesting that behavioral physiological responses related to fear or anxiety in humans are poorly correlated [43–45].”
BackgroundSelf-citationAnxious: Using the Brain to Understand and Treat Fear and Anxiety
Cecala, A. L. (2016) · Europe PMC (PubMed Central) · Cited by 291 · see citing works
Is Pharma Running Out of Brainy Ideas?
Miller, G. (2010) · Science · doi:10.1126/science.329.5991.502 · Cited by 284 · cited 1× · see citing works
“A major challenge for these approaches is accounting for the failure of studies using defensive behaviors in animals as means of drug-discovery to generate novel agents with clinical efficacy in treating fear and anxiety [6,28,29,62].”
BackgroundInteroception, homeostatic emotions and sympathovagal balance
Strigo, I. A., & Craig, A. D. (. (2016) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2016.0010 · Cited by 281 · see citing works
Emotions conceptualized as intervening variables—with suggestions toward a theory of frustration.
Brown, J. S., & Farber, I. E. (1951) · Psychological Bulletin · doi:10.1037/h0058839 · Cited by 236 · see citing works
Anderson, A. K., & Phelps, E. A. (2002) · Journal of Cognitive Neuroscience · doi:10.1162/08989290260138618 · Cited by 231 · see citing works
The Proper Protocol: Validity and Completeness of Verbal Reports
Wilson, T. D. (1994) · Psychological Science · doi:10.1111/j.1467-9280.1994.tb00621.x · Cited by 199 · see citing works
Kuppens, P., Tuerlinckx, F., Yik, M., Koval, P., Coosemans, J., Zeng, K. J., & Russell, J. A. (2016) · Journal of Personality · doi:10.1111/jopy.12258 · Cited by 143 · see citing works
Smits, J. A. J., Rosenfield, D., Otto, M. W., Powers, M. B., Hofmann, S. G., Telch, M. J., Pollack, M. H., & Tart, C. D. (2013) · Biological Psychiatry · doi:10.1016/j.biopsych.2012.12.009 · Cited by 142 · see citing works
Self-citationThe signal processing architecture underlying subjective reports of sensory awareness
Maniscalco, B., & Lau, H. (2016) · Neuroscience of Consciousness · doi:10.1093/nc/niw002 · Cited by 133 · see citing works
Koizumi, A., Amano, K., Cortese, A., Shibata, K., Yoshida, W., Seymour, B., Kawato, M., & Lau, H. (2016) · Nature Human Behaviour · doi:10.1038/s41562-016-0006 · Cited by 133 · cited 1× · see citing works
“Also intriguing is the recent finding that Pavlovian conditioned threat responses can be extinguished without the arousal of conscious fear [73].”
BackgroundIntrinsic connectivity in the human brain does not reveal networks for ‘basic’ emotions
Touroutoglou, A., Lindquist, K. A., Dickerson, B. C., & Barrett, L. F. (2015) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsv013 · Cited by 130 · see citing works
(2016) · Medical Entomology and Zoology · Cited by 126 · see citing works
Self-citationThe Oxford companion to emotion and the affective sciences
(2010) · Choice Reviews Online · doi:10.5860/choice.47-3576 · Cited by 122 · see citing works
The Cognitive Neuroscience of Metacognition
Fleming, S., & Frith, C. (2014) · Springer Berlin Heidelberg · doi:10.1007/978-3-642-45190-4 · Cited by 120 · see citing works
Smits, J. A. J., Rosenfield, D., Otto, M. W., Marques, L., Davis, M. L., Meuret, A. E., Simon, N. M., Pollack, M. H., & Hofmann, S. G. (2013) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2013.06.020 · Cited by 114 · see citing works
Self-citationHofmann, S. G. (2014) · Depression and Anxiety · doi:10.1002/da.22257 · Cited by 108 · see citing works
Self-citationSemantics, Surplus Meaning, and the Science of Fear
LeDoux, J. E. (2017) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2017.02.004 · Cited by 101 · see citing works
Self-citationSelf-organising Cognitive Appraisals
Lewis, M. D. (1996) · Cognition & Emotion · doi:10.1080/026999396380367 · Cited by 100 · see citing works
Emotion definitions (psychological perspectives)
Frijda, N. H., & Scherer, K. R. (2009) · UvA-DARE (University of Amsterdam) · Cited by 86 · see citing works
Post-decision wagering measures metacognitive content, not sensory consciousness
Seth, A. K. (2007) · Consciousness and Cognition · doi:10.1016/j.concog.2007.05.008 · Cited by 84 · see citing works
Hamm, A. O., Richter, J., Pané‐Farré, C. A., Westphal, D., Wïttchen, H., Voßbeck-Elsebusch, A. N., Gerlach, A. L., Gloster, A. T., Ströhle, A., Lang�, T., et al. (2016) · Psychophysiology · doi:10.1111/psyp.12553 · Cited by 72 · see citing works
Emotional colouration of consciousness: how feelings come about
LeDoux, J. (2008) · Frontiers of ConsciousnessChichele Lectures · doi:10.1093/acprof:oso/9780199233151.003.0003 · Cited by 59 · see citing works
Self-citationOrtony, A., & Clore, G. L. (1989) · Cognition & Emotion · doi:10.1080/02699938908408076 · Cited by 59 · see citing works
Panksepp, J. (2016) · The Journal of Comparative Neurology · doi:10.1002/cne.23969 · Cited by 56 · see citing works
Intervening variable or hypothetical construct?
Marx, M. H. (1951) · Psychological Review · doi:10.1037/h0054854 · Cited by 52 · see citing works
Functional specialization does not require a one-to-one mapping between brain regions and emotions
Scarantino, A. (2012) · Behavioral and Brain Sciences · doi:10.1017/s0140525x11001749 · Cited by 28 · see citing works
Frontiers of ConsciousnessChichele Lectures
Weiskrantz, L., & Davies, M. (2008) · Oxford University Press eBooks · doi:10.1093/acprof:oso/9780199233151.001.0001 · Cited by 28 · see citing works
Applying Research Domain Criteria (RDoC) to the study of fear and anxiety: A critical comment
Zoellner, L. A., & Foa, E. B. (2016) · Psychophysiology · doi:10.1111/psyp.12588 · Cited by 28 · see citing works
Kinds of Access: Different Methods for Report Reveal Different Kinds of Metacognitive Access
Overgaard, M., & Sandberg, K. (2014) · The Cognitive Neuroscience of Metacognition · doi:10.1007/978-3-642-45190-4_4 · Cited by 9 · see citing works
Levis, D. J. (1999) · PubMed · Cited by 5 · see citing works
Flagged first, then by citations
3 of the 81 references couldn’t be matched to a known paper.
Research works printed but not linked: 4
- [21]Hassin RR, Uleman JS, Bargh JA (Eds): The New Unconscious. New York: Oxford University Press; 2005.
- [24]Panksepp J: Affective Neuroscience. New York: Oxford U. Press; 1998.
- [52]Ortony A, Clore GL: Emotions, moods, and conscious awareness. Cogn Emot 1989, 3: 125– 137.
- [56]Barrett LF, Russell JA (Eds): The Psychological Construction of Emotion. New York: Guilford Press; 2015.
Cited by
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Brain mechanisms of insomnia: new perspectives on causes and consequences
Someren, E. J. W. V. (2020) · Physiological Reviews · doi:10.1152/physrev.00046.2019 · Cited by 558 · see citing works
LeDoux, J. E., & Daw, N. D. (2018) · Nature reviews. Neuroscience · doi:10.1038/nrn.2018.22 · Cited by 391 · see citing works
Self-citationEvolving Concepts of Emotion and Motivation
Berridge, K. C. (2018) · Frontiers in Psychology · doi:10.3389/fpsyg.2018.01647 · Cited by 273 · see citing works
Space, Time, and Fear: Survival Computations along Defensive Circuits
Mobbs, D., Headley, D. B., Ding, W., & Dayan, P. (2020) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2019.12.016 · Cited by 269 · see citing works
Using anchor-based methods to determine the smallest effect size of interest
Anvari, F., & Lakens, D. (2021) · Journal of Experimental Social Psychology · doi:10.1016/j.jesp.2021.104159 · Cited by 231 · see citing works
The nuts and bolts of animal emotion
Kremer, L., Holkenborg, S. E. J. K., Reimert, I., Bolhuis, J. E., & Webb, L. E. (2020) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2020.01.028 · Cited by 198 · see citing works
Putting the “mental” back in “mental disorders”: a perspective from research on fear and anxiety
Taschereau-Dumouchel, V., Michel, M., Lau, H.-K. C., Hofmann, S., & LeDoux, J. E. (2022) · Molecular Psychiatry · doi:10.1038/s41380-021-01395-5 · Cited by 138 · see citing works
Self-citationAffective valence in the brain: modules or modes?
Berridge, K. C. (2019) · Nature reviews. Neuroscience · doi:10.1038/s41583-019-0122-8 · Cited by 183 · see citing works
What Basic Emotion Theory Really Says for the Twenty-First Century Study of Emotion
Keltner, D. J., Tracy, J. L., Sauter, D. A., & Cowen, A. (2019) · Journal of Nonverbal Behavior · doi:10.1007/s10919-019-00298-y · Cited by 172 · see citing works
Social Interactions for Autonomous Driving: A Review and Perspectives
Wang, W., Wang, L., Zhang, C., Liu, C., & Sun, L. (2022) · Foundations and Trends in Robotics · doi:10.1561/2300000078 · Cited by 168 · see citing works
Towards a comparative science of emotion: Affect and consciousness in humans and animals
Paul, E. S., Sher, S., Tamietto, M., Winkielman, P., & Mendl, M. (2019) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2019.11.014 · Cited by 170 · see citing works
The Social Neuroscience of Prejudice
Amodio, D. M., & Cikara, M. (2020) · Annual Review of Psychology · doi:10.1146/annurev-psych-010419-050928 · Cited by 151 · see citing works
Naturalistic Stimuli in Affective Neuroimaging: A Review
Saarimäki, H. (2021) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2021.675068 · Cited by 133 · see citing works
Malézieux, M., Klein, A. S., & Gogolla, N. (2023) · Annual Review of Neuroscience · doi:10.1146/annurev-neuro-111020-103314 · Cited by 131 · see citing works
Martin, G. (2010) · Frontiers in Psychology · doi:10.3389/fpsyg.2019.02298 · Cited by 123 · see citing works
LeDoux, J. E. (2021) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2021.0292 · Cited by 119 · see citing works
Self-citationConsciousness matters: phenomenal experience has functional value
Cleeremans, A., & Tallon‐Baudry, C. (2022) · Neuroscience of Consciousness · doi:10.1093/nc/niac007 · Cited by 158 · see citing works
Hur, J., Stockbridge, M. D., Fox, A. S., & Shackman, A. J. (2019) · Progress in brain research · doi:10.1016/bs.pbr.2019.03.012 · Cited by 91 · see citing works
Schiller, D., Yu, A. N. C., Alia‐Klein, N., Becker, S., Cromwell, H. C., Dolcos, F., Eslinger, P. J., Frewen, P., Kemp, A. H., Pace-Schott, E. F., et al. (2023) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2023.105450 · Cited by 86 · see citing works
Self-citationAre Fear and Anxiety Truly Distinct?
Daniel‐Watanabe, L., & Fletcher, P. C. (2021) · Biological Psychiatry Global Open Science · doi:10.1016/j.bpsgos.2021.09.006 · Cited by 79 · see citing works
Weng, H. Y., Lapate, R. C., Stodola, D. E., Rogers, G. M., & Davidson, R. J. (2018) · Frontiers in Psychology · doi:10.3389/fpsyg.2018.00771 · Cited by 75 · see citing works
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Carpenter, J. K., Pinaire, M., & Hofmann, S. G. (2019) · Brain Sciences · doi:10.3390/brainsci9070164 · Cited by 69 · see citing works
Self-citationRaber, J., Arzy, S., Bertolus, J. B., Depue, B., Haas, H. E., Hofmann, S. G., Kangas, M., Kensinger, E., Lowry, C. A., Marusak, H. A., et al. (2019) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2019.03.015 · Cited by 62 · see citing works
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Self-citationKaushal, V., & Yadav, R. (2022) · Concurrency and Computation Practice and Experience · doi:10.1002/cpe.7450 · Cited by 70 · see citing works
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Ellis, S. L. H. (2018) · Journal of Feline Medicine and Surgery · doi:10.1177/1098612x18771206 · Cited by 46 · see citing works
Naragon-Gainey, K., McMahon, T. P., & Park, J. (2018) · American Psychologist · doi:10.1037/amp0000371 · Cited by 42 · see citing works
“Furthermore, one fundamental goal of psychopathology research is to understand— and when there is extensive suffering, to alter—the subjective human experience of emotion (LeDoux & Hofmann, 2018).”
BackgroundDomschke, K., Seuling, P. D., Schiele, M. A., Bandelow, B., Batelaan, N. M., Bokma, W. A., Branchi, I., Broich, K., Burkauskas, J., Davies, S. J. C., et al. (2024) · World Psychiatry · doi:10.1002/wps.21177 · Cited by 46 · see citing works
Self-citationLahti, H., Kokkonen, M., Hietajärvi, L., Lyyra, N., & Paakkari, L. T. (2024) · Child and Adolescent Psychiatry and Mental Health · doi:10.1186/s13034-024-00754-8 · Cited by 62 · see citing works
Oussi, A., Hamid, K., & Bouvet, C. (2023) · Journal of Behavior Therapy and Experimental Psychiatry · doi:10.1016/j.jbtep.2023.101835 · Cited by 40 · see citing works
Responding to uncertain threat: A potential mediator for the effect of mindfulness on anxiety
Papenfuss, I., Lommen, M. J. J., Grillon, C., Balderston, N. L., & Ostafin, B. D. (2021) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2020.102332 · Cited by 38 · see citing works
“In theoretical work on emotional consciousness, LeDoux and colleagues argue that lower-order responses can contribute to, but are not necessary for, the conscious experience of any emotional cognitive state (LeDoux & Brown, 2017; LeDoux & Hofmann, 2018).”
BackgroundCarlson, R. W., Adkins, C., Crockett, M. J., & Clark, M. S. (2022) · Perspectives on Psychological Science · doi:10.1177/17456916211045692 · Cited by 44 · see citing works
The noetic feeling of confusion
Vazard, J., & Audrin, C. (2021) · Philosophical Psychology · doi:10.1080/09515089.2021.2016675 · Cited by 36 · see citing works
Mechanisms of Change in Exposure Therapy for Anxiety and Related Disorders: A Research Agenda
Benito, K., Pittig, A., Abramowitz, J. S., Arch, J. J., Chavira, D. A., de Kleine, R. A., Nadai, A. S. D., Hermans, D., Hofmann, S. G., Hoyer, J., et al. (2024) · Clinical Psychological Science · doi:10.1177/21677026241240727 · Cited by 37 · see citing works
Self-citationDiverse Autonomic Nervous System Stress Response Patterns in Childhood Sensory Modulation
Christensen, J. S., Wild, H. M., Kenzie, E. S., Wakeland, W. W., Budding, D. E., & Lillas, C. (2020) · Frontiers in Integrative Neuroscience · doi:10.3389/fnint.2020.00006 · Cited by 37 · see citing works
Therapists’ empathic accuracy toward their clients’ emotions.
Atzil–Slonim, D., Bar‐Kalifa, E., Fisher, H., Lazarus, G., Hasson‐Ohayon, I., Lutz, W., Rubel, J. A., & Rafaeli, E. (2018) · Journal of Consulting and Clinical Psychology · doi:10.1037/ccp0000354 · Cited by 35 · see citing works
The function of consciousness is to generate experiencePreprint
Cleeremans, A., & Tallon‐Baudry, C. (2021) · doi:10.31234/osf.io/jfpw2 · Cited by 34 · see citing works
Mattioli, M., & Cabitza, F. (2024) · Machine Learning and Knowledge Extraction · doi:10.3390/make6040109 · Cited by 33 · see citing works
Comparing musical and psychological emotion theories.
Warrenburg, L. (2019) · Psychomusicology Music Mind and Brain · doi:10.1037/pmu0000247 · Cited by 33 · see citing works
From Architecture to Evolution: Multisensory Evidence of Decentralized Emotion
Kryklywy, J. H., Ehlers, M. R., Anderson, A. K., & Todd, R. M. (2020) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2020.08.002 · Cited by 28 · see citing works
Givon, E., Berkovich, R., Oz-Cohen, E., Rubinstein, K., Singer-Landau, E., Udelsman-Danieli, G., & Meiran, N. (2023) · Current Psychology · doi:10.1007/s12144-022-04227-z · Cited by 31 · see citing works
Unconscious humans, autonomous machines and the difficulty of knowing which animals are sentient
Dawkins, M. S. (2022) · Animal Sentience · doi:10.51291/2377-7478.1746 · Cited by 30 · see citing works
Piecing together the puzzle of emotional consciousness
Engelen, T., & Mennella, R. (2023) · Neuroscience of Consciousness · doi:10.1093/nc/niad005 · Cited by 30 · see citing works
Zhang, R., Gan, X.-Y., Xu, T., Yu, F., Wang, L., Song, X.-W., Jiao, G., Liu, X.-Q., Zhou, F., & Becker, B. (2025) · bioRxiv · doi:10.1038/s41467-025-61706-0 · Cited by 32 · see citing works
Brueckner, A. H., Lass‐Hennemann, J., Wilhelm, F. H., de Sá, D. S. F., & Michael, T. (2019) · Translational Psychiatry · doi:10.1038/s41398-019-0455-0 · Cited by 32 · see citing works
Jurchiș, R., Costea, A., Dienes, Z., Miclea, M., & Opre, A. (2020) · Journal of Experimental Psychology: General · doi:10.1037/xge0000734 · Cited by 30 · see citing works
Dolce, P., Marocco, ., Maldonato, M. N., & Sperandeo, R. (2020) · Frontiers in Psychology · doi:10.3389/fpsyg.2020.00446 · Cited by 29 · see citing works
The emotional brain: Fundamental questions and strategies for future research
Shackman, A. J., & Wager, T. D. (2018) · Neuroscience Letters · doi:10.1016/j.neulet.2018.10.012 · Cited by 29 · see citing works
Papenfuss, I., Lommen, M. J. J., Huisman, M., & Ostafin, B. D. (2022) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2022.06.014 · Cited by 27 · see citing works
Schmid, S., Bangerter, C., Schweinhardt, P., & Meier, M. L. (2021) · Frontiers in Pain Research · doi:10.3389/fpain.2021.715219 · Cited by 29 · see citing works
Emotional experiences of service robots’ anthropomorphic appearance: a multimodal measurement method
Zhang, Y., Cao, Y., Proctor, R. W., & Liu, Y. (2023) · Ergonomics · doi:10.1080/00140139.2023.2182751 · Cited by 26 · see citing works
Kajla, T., Raj, S., Sharma, S., Joshı, M., & Kaur, A. (2022) · Tourism and Hospitality Research · doi:10.1177/14673584211066742 · Cited by 25 · see citing works
Wang, P., Liu, A., & Sun, X. S. (2025) · Interdisciplinary medicine · doi:10.1002/inmd.20240095 · Cited by 26 · see citing works
The Temporal Dynamic of Emotion Effects on Judgment of Durations
Droit‐Volet, S. (2019) · Springer eBooks · doi:10.1007/978-3-030-22048-8_7 · Cited by 25 · see citing works
Konijn, E. A., & Hoorn, J. F. (2020) · Robotics · doi:10.3390/robotics9040092 · Cited by 25 · see citing works
Operationalizing the Relation Between Affect and Cognition With the Somatic Transform
MacKinnon, N. J., & Hoey, J. (2021) · Emotion Review · doi:10.1177/17540739211014946 · Cited by 25 · see citing works
Pain-Related Fear—Dissociable Neural Sources of Different Fear Constructs
Meier, M. L., Vrana, A., Humphreys, B. K., Seifritz, E., Stämpfli, P., & Schweinhardt, P. (2018) · eNeuro · doi:10.1523/eneuro.0107-18.2018 · Cited by 25 · see citing works
Droit‐Volet, S., El-Azhari, A., Haddar, S., Drago, R., & Gil, S. (2020) · Acta Psychologica · doi:10.1016/j.actpsy.2020.103170 · Cited by 22 · see citing works
A Case for Translation from the Clinic to the Laboratory
Kredlow, M. A., de Voogd, L. D., & Phelps, E. (2022) · Perspectives on Psychological Science · doi:10.1177/17456916211039852 · Cited by 18 · see citing works
Emotion Forecasting: A Transformer-Based Approach
Paz-Arbaizar, L., López‐Castromán, J., Artés-Rodrı́guez, A., Olmos, P. M., & Ramírez, D. (2025) · Journal of Medical Internet Research · doi:10.2196/63962 · Cited by 19 · see citing works
Burleigh, L. M., & Greening, S. G. (2023) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsac063 · Cited by 18 · see citing works
Metacognition as a window into subjective affective experience
Cushing, C. A., Lau, H. C., Hofmann, S. G., LeDoux, J. E., & Taschereau‐Dumouchel, V. (2024) · Psychiatry and Clinical Neurosciences · doi:10.1111/pcn.13683 · Cited by 19 · see citing works
Self-citationThe Hedonic and Arousal Affect Scale (HAAS): A brief adjective checklist to assess affect states
Roca, P., Vázquez, C., & Ondé, D. (2023) · Personality and Individual Differences · doi:10.1016/j.paid.2023.112151 · Cited by 18 · see citing works
Hauck, A., Michael, T., & de Sá, D. S. F. (2022) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2022.07.068 · Cited by 18 · see citing works
Framing Subjective Emotion Reports as Dynamic Affective Decisions
Teoh, Y. Y., Cunningham, W. A., & Hutcherson, C. A. C. (2023) · Affective Science · doi:10.1007/s42761-023-00197-y · Cited by 21 · see citing works
Alexithymia and the Reduced Ability to Represent the Value of Aversively Motivated Actions
Starita, F., & di Pellegrino, G. (2018) · Frontiers in Psychology · doi:10.3389/fpsyg.2018.02587 · Cited by 19 · see citing works
Self-Ratings of Personality Pathology: Insights Regarding Their Validity and Treatment Utility
Stanton, K. J., Brown, M. F. D., Bucher, M. A., Balling, C. E., & Samuel, D. B. (2019) · Current Treatment Options in Psychiatry · doi:10.1007/s40501-019-00188-6 · Cited by 17 · see citing works
Lancaster, C. L., Monfils, M., & Telch, M. J. (2020) · Behaviour Research and Therapy · doi:10.1016/j.brat.2020.103730 · Cited by 17 · see citing works
Emotions During the War: Interplay Between Emotions and Information
Sielska, Z. (2023) · Springer eBooks · doi:10.1007/978-3-031-37608-5_8 · Cited by 16 · see citing works
Adolescent help-seeking: an exploration of associations with perceived cause of emotional distress
O‘Neill, A., Stapley, E., Rehman, I., & Humphrey, N. (2023) · Frontiers in Public Health · doi:10.3389/fpubh.2023.1183092 · Cited by 16 · see citing works
Faith over fear? Christian nationalism and cultural fears in the United States
Baker, J. O., & Whitehead, A. L. (2024) · Nations and Nationalism · doi:10.1111/nana.13068 · Cited by 16 · see citing works
Neural Basis of Prejudice and Prejudice Reduction.
Rösler, I. K., & Amodio, D. (2022) · Biological Psychiatry: Cognitive Neuroscience and Neuroimaging · doi:10.1016/j.bpsc.2022.10.008 · Cited by 11 · see citing works
Pride in social anxiety disorder
Oren-Yagoda, R., Paz, N., & Aderka, I. M. (2023) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2023.102759 · Cited by 15 · see citing works
Namkung, H., Thomas, K. L., Hall, J., & Sawa, A. (2021) · Neuroscience and Biobehavioral Reviews · doi:10.1016/j.neubiorev.2021.12.025 · Cited by 12 · see citing works
Taking Stock and Moving Forward: A Personalized Perspective on Mixed Emotions
Moore, M. M., & Martin, E. A. (2022) · Perspectives on Psychological Science · doi:10.1177/17456916211054785 · Cited by 15 · see citing works
Konijn, E. A., Preciado, D. F., & van Minkelen, P. (2025) · Communication Theory · doi:10.1093/ct/qtaf007 · Cited by 14 · see citing works
The Human AffectomePreprint
Schiller, D., Yu, A. N. C., Alia‐Klein, N., Becker, S., Cromwell, H. C., Dolcos, F., Eslinger, P. J., Frewen, P., Kemp, A. H., Pace-Schott, E. F., et al. (2022) · doi:10.31234/osf.io/9nu32 · Cited by 14 · see citing works
Self-citationAn exploration of knowledge‐organizing technologies to advance transdisciplinary back pain research
Lotz, J. C., Ropella, G. E. P., Anderson, P., Yang, Q., Hedderich, M. A., Bailey, J. F., & Hunt, C. A. (2023) · JOR Spine · doi:10.1002/jsp2.1300 · Cited by 13 · see citing works
Zhou, F., Zhang, R., Yao, S., Dong, D., Feng, P., Kranz, G. S., Feng, T., & Becker, B. (2025) · IEEE Transactions on Affective Computing · doi:10.1109/taffc.2025.3624391 · Cited by 13 · see citing works
Survival circuits and therapy: from automaticity to the conscious experience of fear and anxiety
Hayes, S. C., & Hofmann, S. G. (2018) · Current Opinion in Behavioral Sciences · doi:10.1016/j.cobeha.2018.02.006 · Cited by 13 · see citing works
Self-citationBeyond the Stimulus: A Neurohumanities Approach to Language, Music, and Emotion
Hartley, C. A., & Poeppel, D. (2020) · Neuron · doi:10.1016/j.neuron.2020.10.021 · Cited by 13 · see citing works
The Nencki Affective Picture System (NAPS): a Children-Rated Subset
Zamora, E. V., Richard’s, M. M., Introzzi, I. M., Aydmune, Y. S., Urquijo, S., Guàrdia‐Olmos, J., & Marchewka, A. (2020) · Trends in Psychology · doi:10.1007/s43076-020-00029-z · Cited by 16 · see citing works
Somerville, M., Midouhas, E., Delprato, M., & Whitebread, D. (2024) · School Mental Health · doi:10.1007/s12310-024-09668-4 · Cited by 11 · see citing works
A generative adversarial model of intrusive imagery in the human brain
Cushing, C. A., Dawes, A. J., Hofmann, S. G., Lau, H. C., LeDoux, J. E., & Taschereau‐Dumouchel, V. (2023) · PNAS Nexus · doi:10.1093/pnasnexus/pgac265 · Cited by 12 · see citing works
Self-citationThe Social Neuroscience of PrejudicePreprint
Amodio, D. M., & Cikara, M. (2020) · doi:10.31234/osf.io/2sdzb · Cited by 16 · see citing works
Li, S., Zhao, T., Feng, N., Chen, R., & Cui, L. (2026) · International Journal of Mental Health and Addiction · doi:10.1007/s11469-025-01486-2 · Cited by 11 · see citing works
Tackling challenges in the study of animal emotions: a review
Paul, E. S., & Mendl, M. (2025) · Cognition & Emotion · doi:10.1080/02699931.2025.2534728 · Cited by 13 · see citing works
Survival in a world of complex dangers
Mobbs, D., Wise, T., Tashjian, S. M., Zhang, J., Friston, K. J., & Headley, D. B. (2024) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2024.105924 · Cited by 13 · see citing works
Introspective psychophysics for the study of subjective experience
Peters, M. A. K. (2024) · Cerebral Cortex · doi:10.1093/cercor/bhae455 · Cited by 11 · see citing works
Fung, K., & Alden, L. E. (2020) · Journal of Experimental Psychopathology · doi:10.1177/2043808719888309 · Cited by 10 · see citing works
Prabhu, N. R., Carbajal, G., Lehmann‐Willenbrock, N., & Gerkmann, T. (2022) · Interspeech (USB) · doi:10.21437/interspeech.2022-10490 · Cited by 11 · see citing works
Consciousness, Sapience and Sentience—A Metacybernetic View
Yolles, M. I. (2022) · Systems · doi:10.3390/systems10060254 · Cited by 11 · see citing works
Technology-Based Ecological Momentary Assessment in Clinical Psychology
Colombo, D., Suso‐Ribera, C., Fernández‐Álvarez, J., Cipresso, P., García‐Palacios, A., Riva, G., & Botella, C. (2020) · Elsevier eBooks · doi:10.1016/b978-0-12-818697-8.00003-0 · Cited by 9 · see citing works
An ethical assessment of the use of old and new methods to study sociality in wild animals
Gruber, T. (2022) · Methods in Ecology and Evolution · doi:10.1111/2041-210x.13988 · Cited by 10 · see citing works
Emotions in Software Practice: Presentation vs. Coding
Colomo‐Palacios, R., Samuelsen, T., & Lumbreras, C. C. (2019) · IEEE/ACM International Workshop on Emotion Awareness in Software Engineering (SEmotion) · doi:10.1109/semotion.2019.00012 · Cited by 10 · see citing works
Exploring quantitative measures in metacognition of emotion
Lee, H.-H., Liu, G. K.-M., Chen, Y., & Yeh, S. (2024) · Scientific Reports · doi:10.1038/s41598-023-49709-7 · Cited by 9 · see citing works
Patel, S., Kushwaha, R., Holkar, A., Dhaygude, S. S., Kumar, A., & Chakravarty, S. (2025) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2025.07.040 · Cited by 9 · see citing works
- Authors
- LeDoux, J. E., & Hofmann, S. G.
- Affiliations
- New York University (US)
- Boston University (US)
- Corresponding author
- LeDoux, Joseph E
- Venue
- Current Opinion in Behavioral Sciences
- Publisher
- Elsevier BV
- Published
- 2018-02
- Volume
- 19
- Pages
- 67-72
- ISSN
- 2352-1546 (ISSN-L)
- PMC
- PMC11444666
- OpenAlex
- W2770664338
- Cited by
- 268
- References
- 81
- Citations by year
- 2026: 28 · 2025: 39 · 2024: 31 · 2023: 41 · 2022: 37 · 2021: 23 · 2020: 35 · 2019: 19 · 2018: 14
- FWCI
- 2.94
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Current Opinion in Behavioral Sciences (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Radboud Repository (Radboud University) (submittedVersion)
- Funders
- Wellcome Trust (203730/Z/16/Z, BB/N019814/1, 203139)
- Nederlandse Organisatie voor Wetenschappelijk Onderzoek (452-13-015)
- Directorate for Biological Sciences
- Medical Research Council (G0902373, MR/L009013/1)
- Biotechnology and Biological Sciences Research Council (BB/N019814/1)
- National Center for Complementary and Integrative Health (R01AT007257)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Philosophy and Theoretical Science
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory and Neural Mechanisms
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Keywords
- subjective emotional experience, fear, emotional circuits, emotional disorders
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