Looking at pictures: Affective, facial, visceral, and behavioral reactions
Abstract
Colored photographic pictures that varied widely across the affective dimensions of valence (pleasant-unpleasant) and arousal (excited-calm) were each viewed for a 6-s period while facial electromyographic (zygomatic and corrugator muscle activity) and visceral (heart rate and skin conductance) reactions were measured. Judgments relating to pleasure, arousal, interest, and emotional state were measured, as was choice viewing time. Significant covariation was obtained between (a) facial expression and affective valence judgments and (b) skin conductance magnitude and arousal ratings. Interest ratings and viewing time were also associated with arousal. Although differences due to the subject's gender and cognitive style were obtained, affective responses were largely independent of the personality factors investigated. Response specificity, particularly facial expressiveness, supported the view that specific affects have unique patterns of reactivity. The consistency of the dimensional relationships between evaluative judgments (i.e., pleasure and arousal) and physiological response, however, emphasizes that emotion is fundamentally organized by these motivational parameters.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
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?
Skin conductance is more strongly related to reports of arousal for men than women.
“Lang et al. (1993) found skin conductance to be more strongly related to reports of arousal for men than women.”
From Sex differences in emotion: Expression, experience, and physiology. (1998) · cites this paper as Lang et al., 1993
Facial expression corresponds more to self-reports of valence for women than men.
“facial expression corresponded more to self-reports of valence for women than men.”
From Sex differences in emotion: Expression, experience, and physiology. (1998) · cites this paper as Lang et al., 1993
SCR can serve as a measure of sympathetic arousal.
“As such, SCR can serve as a measure of sympathetic arousal [31].”
From Self-Reported Trait Mindfulness and Affective Reactivity: A Motivational Approach Using Multiple Psychophysiological Measures (2015) · cites this paper as [31]
Interest ratings and duration of time an observer chooses to view a visual display both load on the same factor as does the magnitude of the skin conductance response.
“Interestingly, Lang, Greenwald, Bradley, and Hamm (1993) found that interest ratings and duration of time an observer chooses to view a visual display both load on the same factor as does the magni tude of the skin conductance response.”
From A meta-analytic review of the effects of high stress on eyewitness memory (2004) · cites this paper as Lang, Greenwald, Bradley, and Hamm, 1993
Cites
Russell, J. A. (1980) · Journal of Personality and Social Psychology · doi:10.1037/h0077714 · Cited by 16,334 · see citing works
Romantic love conceptualized as an attachment process.
Hazan, C., & Shaver, P. R. (1987) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.52.3.511 · Cited by 8,783 · see citing works
(1974) · Medical Entomology and Zoology · Cited by 7,295 · see citing works
Toward a consensual structure of mood.
Watson, D., & Tellegen, A. (1985) · Psychological bulletin · doi:10.1037/0033-2909.98.2.219 · Cited by 5,362 · see citing works
The Organization of Behavior: A Neuropsychological Theory
(1950) · JAMA · doi:10.1001/jama.1950.02910470083028 · Cited by 4,271 · see citing works
Patterns of cognitive appraisal in emotion.
Smith, C. A., & Ellsworth, P. C. (1985) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.48.4.813 · Cited by 4,068 · see citing works
Emotion knowledge: further exploration of a prototype approach
Shaver, P., Schwartz, J., Kirson, D., & O'Connor, C. (1987) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.52.6.1061 · Cited by 3,072 · see citing works
Izard, C. E. (1977) · Springer eBooks · doi:10.1007/978-1-4899-2209-0 · Cited by 2,867 · see citing works
Perception and the conditioned reflex
Granger, G. W. (1964) · Behaviour Research and Therapy · doi:10.1016/0005-7967(64)90061-0 · Cited by 2,216 · see citing works
Emotion, attention, and the startle reflex
Lang, P. J., Bradley, M. M., & Cuthbert, B. N. (1990) · Psychological Review · doi:10.1037/0033-295x.97.3.377 · Cited by 2,205 · see citing works
Self-citationThe Approval Motive: Studies in Evaluative Dependence
Edwards, A. L., Crowne, D. P., & Marlowe, D. (1965) · The American Journal of Psychology · doi:10.2307/1420595 · Cited by 1,955 · see citing works
A Bio‐Informational Theory of Emotional Imagery
Lang, P. J. (1979) · Psychophysiology · doi:10.1111/j.1469-8986.1979.tb01511.x · Cited by 1,750 · see citing works
Self-citationEmotions, cognition, and behavior
Izard, C. E., Kagan, J., & Zajonc, R. B. (1984) · Cambridge University Press eBooks · Cited by 1,347 · see citing works
Voluntary Facial Action Generates Emotion‐Specific Autonomic Nervous System Activity
Levenson, R. W., Ekman, P., & Friesen, W. V. (1990) · Psychophysiology · doi:10.1111/j.1469-8986.1990.tb02330.x · Cited by 1,248 · see citing works
Remembering pictures: Pleasure and arousal in memory.
Bradley, M. M., Greenwald, M. K., Petry, M. C., & Lang, P. J. (1992) · Journal of Experimental Psychology: Learning, Memory, and Cognition · doi:10.1037/0278-7393.18.2.379 · Cited by 1,188 · see citing works
Self-citationRemembering pictures: Pleasure and arousal in memory.
Bradley, M. M., Greenwald, M. K., Petry, M. C., & Lang, P. J. (1992) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037//0278-7393.18.2.379 · Cited by 1,187 · see citing works
Self-citationWeinberger, D. A., Schwartz, G. E., & Davidson, R. J. (1979) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.88.4.369 · Cited by 1,083 · see citing works
Heart-rate change as a component of the orienting response.
Graham, F. K., & Clifton, R. K. (1966) · Psychological Bulletin · doi:10.1037/h0023258 · Cited by 1,031 · 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
Self-citationEmotion in the criminal psychopath: Startle reflex modulation.
Patrick, C. J., Bradley, M. M., & Lang, P. J. (1993) · Journal of Abnormal Psychology · doi:10.1037//0021-843x.102.1.82 · Cited by 874 · see citing works
Self-citationFacial Reactions to Facial Expressions
Dimberg, U. (1982) · Psychophysiology · doi:10.1111/j.1469-8986.1982.tb02516.x · Cited by 844 · see citing works
Cacioppo, J. T., Petty, R. E., Losch, M. E., & Kim, H. S. (1986) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.50.2.260 · Cited by 801 · see citing works
Cacioppo, J. T., Petty, R. E., Losch, M. E., et al. (1986) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.50.2.260 · Cited by 601 · see citing works
Webster's third new international dictionary
(2000) · Choice Reviews Online · doi:10.5860/choice.38-1886 · Cited by 590 · see citing works
The description of facial expressions in terms of two dimensions.
Schlosberg, H. (1952) · Journal of Experimental Psychology · doi:10.1037/h0055778 · Cited by 588 · see citing works
Sociality of solitary smiling: Potentiation by an implicit audience.
Fridlund, A. J. (1991) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.60.2.229 · Cited by 566 · see citing works
Integrative Activity of the Brain: An Interdisciplinary Approach
Ochs, S. (1968) · JAMA · doi:10.1001/jama.1968.03140050055025 · Cited by 524 · see citing works
Attributions in the sports pages.
Lau, R. R., & Russell, D. W. (1980) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.39.1.29 · Cited by 518 · see citing works
(1989) · Journal of Psychophysiology · Cited by 489 · see citing works
Techniques in psychophysiology
Eysenck, H. J. (1980) · Personality and Individual Differences · doi:10.1016/0191-8869(80)90025-2 · Cited by 471 · see citing works
The development of a short form of the Manifest Anxiety Scale.
Bendig, A. W. (1956) · Journal of Consulting Psychology · doi:10.1037/h0045580 · Cited by 456 · see citing works
Startle Reflex Modification: Emotion or Attention?
Bradley, M. M., Cuthbert, B. N., & Lang, P. J. (1990) · Psychophysiology · doi:10.1111/j.1469-8986.1990.tb01966.x · Cited by 403 · see citing works
Self-citationOrienting and habituation : perspectives in human research
Siddle, D. J. (1983) · Wiley eBooks · Cited by 401 · see citing works
Packard, S. P., & Berlyne, D. E. (1974) · Studies in Art Education · doi:10.2307/1320090 · Cited by 371 · see citing works
Wolfe, H. K., & Wundt, W. M. (1897) · The Philosophical Review · doi:10.2307/2175592 · Cited by 364 · see citing works
Individual Differences in Autonomic Response: Conditioned Association or Conditioned Fear?
Hodes, R. L., Cook, E. W., & Lang, P. J. (1985) · Psychophysiology · doi:10.1111/j.1469-8986.1985.tb01649.x · Cited by 355 · see citing works
Self-citationPupillary and Cardiac Activity During Visual Attention
Libby, W. L., Lacey, B. C., & Lacey, J. I. (1973) · Psychophysiology · doi:10.1111/j.1469-8986.1973.tb00526.x · Cited by 308 · see citing works
Prokasy, W. F., & Kumpfer, K. L. (1973) · Elsevier eBooks · doi:10.1016/b978-0-12-565950-5.50008-9 · Cited by 305 · see citing works
SOME AUTONOMIC-CENTRAL NERVOUS SYSTEM INTERRELATIONSHIPS
Lacey, J. I., & Lacey, B. C. (1970) · Physiological Correlates of Emotion · doi:10.1016/b978-0-12-102850-3.50016-5 · Cited by 253 · see citing works
Affective individual differences and startle reflex modulation.
Cook, E. W., Hawk, L. W., Davis, T. L., & Stevenson, V. E. (1991) · Journal of Abnormal Psychology · doi:10.1037//0021-843x.100.1.5 · Cited by 240 · see citing works
Individual differences in imagery and the psychophysiology of emotion
Miller, G. A., Levin, D. N., Kozak, M. J., Cook, E. W., McLean, A., & Lang, P. J. (1987) · Cognition & Emotion · doi:10.1080/02699938708408058 · Cited by 239 · see citing works
Self-citationMultidimensional scaling of facial expressions.
Abelson, R. P., & Sermat, V. (1962) · Journal of Experimental Psychology · doi:10.1037/h0042280 · Cited by 230 · see citing works
Facial and autonomic manifestations of the dimensional structure of emotion
Winton, W. M., Putnam, L. E., & Krauss, R. M. (1984) · Journal of Experimental Social Psychology · doi:10.1016/0022-1031(84)90047-7 · Cited by 220 · see citing works
Facial Muscle Patterning and Subjective Experience During Affective Imagery: Sex Differences
SCHWARTZ, G. E. R., Brown, S., & Ahern, G. L. (1980) · Psychophysiology · doi:10.1111/j.1469-8986.1980.tb02463.x · Cited by 206 · see citing works
An Evaluation of the Ensemble Averaged Impedance Cardiogram
Kelsey, R. M., & Guethlein, W. (1990) · Psychophysiology · doi:10.1111/j.1469-8986.1990.tb02173.x · Cited by 195 · see citing works
On the self-serving function of social anxiety: Shyness as a self-handicapping strategy.
Snyder, C. R. R., Smith, T. W., Augelli, R. W., & Ingram, R. E. (1985) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.48.4.970 · Cited by 183 · see citing works
A Motivational Analysis of Emotion: Reflex-Cortex Connections
Lang, P. J., Bradley, M. M., & Cuthbert, B. N. (1992) · Psychological Science · doi:10.1111/j.1467-9280.1992.tb00255.x · Cited by 181 · see citing works
Self-citationAffective individual differences and startle reflex modulation.
Cook, E. W., Hawk, L. W., Davis, T. L., et al. (1991) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.100.1.5 · Cited by 174 · see citing works
Orienting and Defensive Responses to Visual Stimuli
Hare, R. D. (1973) · Psychophysiology · doi:10.1111/j.1469-8986.1973.tb00532.x · Cited by 149 · see citing works
Cacioppo, J. T., Uchino, B. N., Crites, S. L., Snydersmith, M. A., Smith, G., Berntson, G. G., & Lang, P. (1992) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.62.1.110 · Cited by 140 · see citing works
Self-citationFridlund, A. J., SCHWARTZ, G. E. R., & Fowler, S. C. (1984) · Psychophysiology · doi:10.1111/j.1469-8986.1984.tb00249.x · Cited by 131 · see citing works
Individual Differences in Fear and Autonomic Reactions to Affective Stimulation
Klorman, R., Weissberg, R. P., & Wiesenfeld, A. R. (1977) · Psychophysiology · doi:10.1111/j.1469-8986.1977.tb01154.x · Cited by 118 · see citing works
AUTONOMIC RESPONSES TO AFFECTIVE VISUAL STIMULATION
Hare, R. D., Wood, K., Britain, S., & Shadman, J. (1970) · Psychophysiology · doi:10.1111/j.1469-8986.1970.tb01766.x · Cited by 114 · see citing works
Processing fearful and neutral sentences: Memory and heart rate change
Vrana, S. R., Cuthbert, B. N., & Lang, P. J. (1989) · Cognition & Emotion · doi:10.1080/02699938908415240 · Cited by 110 · see citing works
Self-citationCacioppo, J. T., Uchino, B. N., Crites, S. L., et al. (1992) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.62.1.110 · Cited by 103 · see citing works
Facial reactions to fear-relevant and fear-irrelevant stimuli
Dimberg, U. (1986) · Biological Psychology · doi:10.1016/0301-0511(86)90079-7 · Cited by 80 · see citing works
Accuracy of psychophysical judgments and physiological response amplitude.
Gatchel, R. J., & Lang, P. J. (1973) · Journal of Experimental Psychology · doi:10.1037/h0034312 · Cited by 71 · see citing works
Self-citationThe orienting response and direction of stimulus change
Bernstein, A. S. (1968) · Psychonomic Science · doi:10.3758/bf03331231 · Cited by 48 · see citing works
Words That Upset Urban College Students: Measured with GSRs and Rating Scales
Manning, S. K., & Melchiori, M. P. (1974) · The Journal of Social Psychology · doi:10.1080/00224545.1974.9923225 · Cited by 41 · see citing works
Grey, S. J., & Smith, B. L. (1984) · Psychophysiology · doi:10.1111/j.1469-8986.1984.tb00242.x · Cited by 30 · see citing works
A primacy effect in the orienting reflex to stimulus change.
Maltzman, I. M., Harris, L. A., Ingram, E. M., et al. (1971) · Journal of Experimental Psychology · doi:10.1037/h0030567 · Cited by 11 · see citing works
Sheehan (1967) · doi:10.1002/1097-4679(196707)23:3
Flagged first, then by citations
Cited by
Sorted by citations
Measuring emotion: The self-assessment manikin and the semantic differential
Bradley, M. M., & Lang, P. J. (1994) · Journal of Behavior Therapy and Experimental Psychiatry · doi:10.1016/0005-7916(94)90063-9 · Cited by 9,538 · see citing works
Self-citationFunctional neuroanatomy of emotion: A meta-analysis of emotion activation studies in PET and fMRI
Phan, K. L., Wager, T., Taylor, S. F., & Liberzon, I. (2002) · NeuroImage · doi:10.1006/nimg.2002.1087 · Cited by 3,502 · see citing works
Autonomic nervous system activity in emotion: a review
Kreibig, S. D. (2010) · Biological Psychology · doi:10.1016/j.biopsycho.2010.03.010 · Cited by 3,188 · see citing works
POSNER, J., RUSSELL, J. A., & PETERSON, B. S. (2005) · Development and Psychopathology · doi:10.1017/s0954579405050340 · Cited by 2,602 · see citing works
Rethinking feelings: an fMRI study of the cognitive regulation of emotion
Ochsner, K. N., Bunge, S. A., Gross, J. J., & Gabrieli, J. D. E. (2002) · Journal of Cognitive Neuroscience · doi:10.1162/089892902760807212 · Cited by 2,520 · see citing works
Emotion and motivation I: Defensive and appetitive reactions in picture processing.
Bradley, M. M., Codispoti, M., Cuthbert, B. N., & Lang, P. J. (2001) · Emotion · doi:10.1037/1528-3542.1.3.276 · Cited by 2,224 · see citing works
Self-citationOchsner, K. N., Ray, R. D., Cooper, J. C., Robertson, E. R., Chopra, S., Gabrieli, J. D. E., & Gross, J. J. (2004) · NeuroImage · doi:10.1016/j.neuroimage.2004.06.030 · Cited by 2,113 · see citing works
Mauss, I. B., & Robinson, M. D. (2009) · Cognition and Emotion · doi:10.1080/02699930802204677 · Cited by 2,078 · see citing works
The pupil as a measure of emotional arousal and autonomic activation
Bradley, M. M., Miccoli, L., Escrig, M. A., & Lang, P. J. (2008) · Psychophysiology · doi:10.1111/j.1469-8986.2008.00654.x · Cited by 1,919 · see citing works
Self-citationEmotion drives attention: Detecting the snake in the grass.
Öhman, A., Flykt, A., & Esteves, F. (2001) · Journal of Experimental Psychology: General · doi:10.1037/0096-3445.130.3.466 · Cited by 2,542 · see citing works
Ochsner, K. N., Silvers, J. A., & Buhle, J. T. (2012) · Annals of the New York Academy of Sciences · doi:10.1111/j.1749-6632.2012.06751.x · Cited by 1,879 · see citing works
Cuthbert, B. N., Schupp, H. T., Bradley, M. M., Birbaumer, N., & Lang, P. J. (2000) · Biological Psychology · doi:10.1016/s0301-0511(99)00044-7 · Cited by 1,900 · see citing works
Self-citationKosslyn, S. M., Ganis, G., & Thompson, W. L. (2001) · Nature Reviews Neuroscience · doi:10.1038/35090055 · Cited by 1,894 · see citing works
Barrett, L. F. (2006) · Perspectives on Psychological Science · doi:10.1111/j.1745-6916.2006.00003.x · Cited by 1,859 · see citing works
Social cognition and the brain: A meta-analysis
Van Overwalle, F. (2009) · Human Brain Mapping · doi:10.1002/hbm.20547 · Cited by 1,792 · see citing works
Emotional expressions reconsidered: Challenges to inferring emotion from human facial movements
Barrett, L. F., Adolphs, R., Marsella, S., Martinez, A. M., & Pollak, S. D. (2019) · Psychological Science in the Public Interest · doi:10.1177/1529100619832930 · Cited by 1,748 · see citing works
Prefrontal-Subcortical Pathways Mediating Successful Emotion Regulation
Wager, T. D., Davidson, M. L., Hughes, B. L., Lindquist, M. A., & Ochsner, K. N. (2008) · Neuron · doi:10.1016/j.neuron.2008.09.006 · Cited by 1,761 · see citing works
“Forty-eight aversive images were selected from the International Affective Picture Set (IAPS; Lang etal., 1993; mean normative valence = 2.24, mean norma-”
InfluentialA Multimodal Database for Affect Recognition and Implicit Tagging
Soleymani, M., Lichtenauer, J., Pun, T., & Pantic, M. (2012) · IEEE Transactions on Affective Computing · doi:10.1109/t-affc.2011.25 · Cited by 1,664 · see citing works
A cognitive-motivational analysis of anxiety.
Mogg, K., & Bradley, B. P. (1998) · Behaviour Research and Therapy · doi:10.1016/s0005-7967(98)00063-1 · Cited by 1,642 · see citing works
Affective picture processing: An integrative review of ERP findings
Olofsson, J. K., Nordin, S., Sequeira, H., & Polich, J. (2008) · Biological Psychology · doi:10.1016/j.biopsycho.2007.11.006 · Cited by 1,595 · see citing works
Functional connectivity in single and multislice echoplanar imaging using resting-state fluctuations
Lowe, M. J., Mock, B. J., & Sorenson, J. A. (1998) · NeuroImage · doi:10.1006/nimg.1997.0315 · Cited by 1,394 · see citing works
On the bipolarity of positive and negative affect.
Russell, J. A., & Carroll, J. M. (1999) · Psychological Bulletin · doi:10.1037/0033-2909.125.1.3 · Cited by 1,481 · see citing works
Barrett, L. F., Mesquita, B., Ochsner, K. N., & Gross, J. J. (2007) · Annual Review of Psychology · doi:10.1146/annurev.psych.58.110405.085709 · Cited by 1,425 · see citing works
Event-Related Potentials, Emotion, and Emotion Regulation: An Integrative Review
Hajcak, G., MacNamara, A., & Olvet, D. M. (2010) · Developmental Neuropsychology · doi:10.1080/87565640903526504 · Cited by 1,370 · see citing works
The neural bases of emotion regulation
Etkin, A., Büchel, C., & Gross, J. J. (2015) · Nature Reviews Neuroscience · doi:10.1038/nrn4044 · Cited by 1,244 · see citing works
Emotion, plasticity, context, and regulation: Perspectives from affective neuroscience.
Davidson, R. J., Jackson, D. C., & Kalin, N. H. (2000) · Psychological Bulletin · doi:10.1037/0033-2909.126.6.890 · Cited by 1,322 · see citing works
The Tie That Binds? Coherence Among Emotion Experience, Behavior, and Physiology.
Mauss, I. B., Levenson, R. W., McCarter, L., Wilhelm, F. H., & Gross, J. J. (2005) · Emotion · doi:10.1037/1528-3542.5.2.175 · Cited by 1,201 · see citing works
Amygdala–frontal connectivity during emotion regulation
Banks, S. J., Eddy, K. T., Angstadt, M., Nathan, P. J., & Phan, K. L. (2007) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsm029 · Cited by 1,187 · see citing works
“The mean (AEs.d.) valence and arousal values on a 9-point scale for the pictures were 2.03 AE 0.44 and 6.03 AE 0.72, respectively (1 ¼ most unpleasant/least arousing, 9 ¼ most pleasant/most arousing) based on normative ratings (Lang et al., 1993).”
BackgroundInfluentialFear and anxiety: Animal models and human cognitive psychophysiology
Lang, P. J., Davis, M., & Öhman, A. (2000) · Journal of Affective Disorders · doi:10.1016/s0165-0327(00)00343-8 · Cited by 1,162 · see citing works
Self-citationWager, T. D., Phan, K. L., Liberzon, I., & Taylor, S. F. (2003) · NeuroImage · doi:10.1016/s1053-8119(03)00078-8 · Cited by 1,150 · see citing works
Overnight therapy? The role of sleep in emotional brain processing
Walker, M. P., & van der Helm, E. (2009) · Psychological Bulletin · doi:10.1037/a0016570 · Cited by 1,087 · see citing works
The human amygdala and the emotional evaluation of sensory stimuli
Zald, D. H. (2003) · Brain Research Reviews · doi:10.1016/s0165-0173(02)00248-5 · Cited by 1,062 · see citing works
Sex differences in emotion: Expression, experience, and physiology.
Kring, A. M., & Gordon, A. H. (1998) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.74.3.686 · Cited by 1,067 · see citing works
Dissociated neural representations of intensity and valence in human olfaction
Anderson, A. K., Christoff, K., Stappen, I., Panitz, D., Ghahremani, D. G., Glover, G., Gabrieli, J. D. E., & Sobel, N. (2003) · Nature Neuroscience · doi:10.1038/nn1001 · Cited by 1,054 · see citing works
Emotion, motivation, and anxiety: brain mechanisms and psychophysiology
Lang, P. J., Bradley, M. M., & Cuthbert, B. N. (1998) · Biological Psychiatry · doi:10.1016/s0006-3223(98)00275-3 · Cited by 1,043 · see citing works
Self-citationEmotion and the motivational brain
Lang, P. J., & Bradley, M. M. (2010) · Biological Psychology · doi:10.1016/j.biopsycho.2009.10.007 · Cited by 1,006 · see citing works
Self-citationA meta-analysis of emotional reactivity in major depressive disorder
Bylsma, L. M., Morris, B. H., & Rottenberg, J. (2008) · Clinical Psychology Review · doi:10.1016/j.cpr.2007.10.001 · Cited by 933 · see citing works
Phan, K. L., Fitzgerald, D. A., Nathan, P. J., Moore, G. J., Uhde, T. W., & Tancer, M. E. (2005) · Biological Psychiatry · doi:10.1016/j.biopsych.2004.10.030 · Cited by 892 · see citing works
Schaefer, A., Nils, F., Sanchez, X., & Philippot, P. (2010) · Cognition & Emotion · doi:10.1080/02699930903274322 · Cited by 875 · see citing works
Facial and vocal expressions of emotion
Russell, J. A., Bachorowski, J.-A., & Fernández-Dols, J.-M. (2003) · Annual Review of Psychology · doi:10.1146/annurev.psych.54.101601.145102 · Cited by 873 · see citing works
Projecting sensations to external objects: evidence from skin conductance response
Armel, K. C., & Ramachandran, V. S. (2003) · Proceedings of the Royal Society of London. Series B: Biological Sciences · doi:10.1098/rspb.2003.2364 · Cited by 854 · see citing works
Ochsner, K. N., Knierim, K., Ludlow, D. H., Hanelin, J., Ramachandran, T., Glover, G., & Mackey, S. C. (2004) · Journal of Cognitive Neuroscience · doi:10.1162/0898929042947829 · Cited by 850 · see citing works
Neuroanatomical correlates of pleasant and unpleasant emotion
Lane, R. D., Reiman, E. M., Bradley, M. M., Lang, P. J., Ahern, G. L., Davidson, R. J., & Schwartz, G. E. (1997) · Neuropsychologia · doi:10.1016/s0028-3932(97)00070-5 · Cited by 830 · see citing works
Self-citationSescousse, G., Caldú, X., Segura, B., & Dreher, J.-C. (2013) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2013.02.002 · Cited by 782 · see citing works
Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review
Zhang, J., Yin, Z., Chen, P., & Nichele, S. (2020) · Information Fusion · doi:10.1016/j.inffus.2020.01.011 · Cited by 806 · see citing works
The Karolinska Directed Emotional Faces: A validation study
Goeleven, E., De Raedt, R., Leyman, L., & Verschuere, B. (2008) · Cognition & Emotion · doi:10.1080/02699930701626582 · Cited by 793 · 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
Canli, T., Zhao, Z., Brewer, J., Gabrieli, J. D. E., & Cahill, L. (2000) · The Journal of Neuroscience · doi:10.1523/jneurosci.20-19-j0004.2000 · Cited by 697 · see citing works
Brain systems mediating cognitive interference by emotional distraction
Dolcos, F., & McCarthy, G. (2006) · The Journal of Neuroscience · doi:10.1523/jneurosci.5042-05.2006 · Cited by 663 · see citing works
Dolcos, F., LaBar, K. S., & Cabeza, R. (2005) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0409848102 · Cited by 601 · see citing works
Automatic attention to emotional stimuli: Neural correlates
Carretié, L., Hinojosa, J. A., Martín‐Loeches, M., Mercado, F., & Tapia, M. (2004) · Human Brain Mapping · doi:10.1002/hbm.20037 · Cited by 585 · see citing works
Listening to Your Heart: How Interoception Shapes Emotion Experience and Intuitive Decision Making
Dunn, B. D., Galton, H. C., Morgan, R., Evans, D., Oliver, C., Meyer, M., Cusack, R., Lawrence, A. D., & Dalgleish, T. (2010) · Psychological Science · doi:10.1177/0956797610389191 · Cited by 566 · see citing works
Levin, R., & Nielsen, T. A. (2007) · Psychological Bulletin · doi:10.1037/0033-2909.133.3.482 · Cited by 554 · see citing works
Dissociation of sensory and affective dimensions of pain using hypnotic modulation.
Rainville, P., Carrier, B., Hofbauer, R. K., Bushnell, C. M., & Duncan, G. H. (1999) · Pain · doi:10.1016/s0304-3959(99)00048-2 · Cited by 530 · see citing works
Silvers, J. A., McRae, K., Gabrieli, J. D. E., Gross, J. J., Remy, K. A., & Ochsner, K. N. (2012) · Emotion · doi:10.1037/a0028297 · Cited by 522 · see citing works
Activation of the visual cortex in motivated attention
Bradley, M. M., Sabatinelli, D., Lang, P. J., Fitzsimmons, J. R., King, W., & Desai, P. (2003) · Behavioral Neuroscience · doi:10.1037/0735-7044.117.2.369 · Cited by 528 · see citing works
A meta-analytic review of the effects of high stress on eyewitness memory
Deffenbacher, K. A., Bornstein, B. H., Penrod, S. D., & McGorty, E. K. (2004) · Law and Human Behavior · doi:10.1007/s10979-004-0565-x · Cited by 489 · see citing works
The neural substrates of affective processing in depressed patients treated with venlafaxine
Davidson, R. J., Irwin, W., Anderle, M. J., & Kalin, N. H. (2003) · American Journal of Psychiatry · doi:10.1176/appi.ajp.160.1.64 · Cited by 487 · see citing works
Wild, B., Erb, M., & Bartels, M. (2001) · Psychiatry Research · doi:10.1016/s0165-1781(01)00225-6 · Cited by 475 · see citing works
Neuroimaging studies of amygdala function in anxiety disorders
RAUCH, S. L., SHIN, L. M., & WRIGHT, C. I. (2003) · Annals of the New York Academy of Sciences · doi:10.1111/j.1749-6632.2003.tb07096.x · Cited by 463 · see citing works
Processing of the arousal of subliminal and supraliminal emotional stimuli by the human amygdala
Gläscher, J., & Adolphs, R. (2003) · The Journal of Neuroscience · doi:10.1523/jneurosci.23-32-10274.2003 · Cited by 457 · see citing works
Eye movement assessment of selective attentional capture by emotional pictures.
Nummenmaa, L., Hyönä, J., & Calvo, M. G. (2006) · Emotion · doi:10.1037/1528-3542.6.2.257 · Cited by 454 · see citing works
Processing emotional pictures and words: Effects of valence and arousal
KENSINGER, E. A., & SCHACTER, D. L. (2006) · Cognitive, Affective, & Behavioral Neuroscience · doi:10.3758/cabn.6.2.110 · Cited by 442 · see citing works
The measurement of drug craving
Sayette, M. A., Shiffman, S., Tiffany, S. T., Niaura, R. S., Martin, C. S., & Schadel, W. G. (2000) · Addiction · doi:10.1046/j.1360-0443.95.8s2.8.x · Cited by 684 · see citing works
Suppression and enhancement of emotional responses to unpleasant pictures
Jackson, D. C., Malmstadt, J. R., Larson, C. L., & Davidson, R. J. (2000) · Psychophysiology · doi:10.1111/1469-8986.3740515 · Cited by 459 · see citing works
Dolcos, F., LaBar, K. S., & Cabeza, R. (2004) · NeuroImage · doi:10.1016/j.neuroimage.2004.05.015 · Cited by 439 · see citing works
Regulation of emotional responses elicited by threat-related stimuli
Eippert, F., Veit, R., Weiskopf, N., Erb, M., Birbaumer, N., & Anders, S. (2007) · Human Brain Mapping · doi:10.1002/hbm.20291 · Cited by 419 · see citing works
Neural correlates of individual ratings of emotional salience: A trial-related fMRI study
Phan, K. L., Taylor, S. F., Welsh, R. C., Ho, S.-H., Britton, J. C., & Liberzon, I. (2004) · NeuroImage · doi:10.1016/j.neuroimage.2003.09.072 · Cited by 416 · see citing works
Emotion, motivation, and the brain: Reflex foundations in animal and human research
Lang, P. J., & Davis, M. (2006) · Progress in Brain Research · doi:10.1016/s0079-6123(06)56001-7 · Cited by 410 · see citing works
Self-citationNeural Correlates of Processing Valence and Arousal in Affective Words
Lewis, P., Critchley, H., Rotshtein, P., & Dolan, R. (2006) · Cerebral Cortex · doi:10.1093/cercor/bhk024 · Cited by 391 · see citing works
Craske, M. G., Meuret, A. E., Ritz, T., Treanor, M., & Dour, H. J. (2016) · Depression and Anxiety · doi:10.1002/da.22490 · Cited by 387 · see citing works
Kring, A. M., & Neale, J. M. (1996) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.105.2.249 · Cited by 374 · see citing works
Short-term emotion assessment in a recall paradigm
Chanel, G., Kierkels, J. J. M., Soleymani, M., & Pun, T. (2009) · International Journal of Human-Computer Studies · doi:10.1016/j.ijhcs.2009.03.005 · Cited by 367 · see citing works
That baby caught my eye... Attention capture by infant faces.
Brosch, T., Sander, D., & Scherer, K. R. (2007) · Emotion · doi:10.1037/1528-3542.7.3.685 · Cited by 363 · see citing works
The emotional power of music: How music enhances the feeling of affective pictures
Baumgartner, T., Lutz, K., Schmidt, C. F., & Jäncke, L. (2006) · Brain Research · doi:10.1016/j.brainres.2005.12.065 · Cited by 354 · see citing works
Dolcos, F., Iordan, A. D., & Dolcos, S. (2011) · Journal of Cognitive Psychology · doi:10.1080/20445911.2011.594433 · Cited by 355 · see citing works
Get excited: reappraising pre-performance anxiety as excitement.
Brooks, A. W. (2014) · Journal of Experimental Psychology General · doi:10.1037/a0035325 · Cited by 349 · see citing works
Brain activity underlying emotional valence and arousal: a response-related fMRI study
Anders, S., Lotze, M., Erb, M., Grodd, W., & Birbaumer, N. (2004) · Human Brain Mapping · doi:10.1002/hbm.20048 · Cited by 341 · see citing works
Emotional and semantic networks in visual word processing: insights from ERP studies
Kissler, J., Assadollahi, R., & Herbert, C. (2006) · Progress in Brain Research · doi:10.1016/s0079-6123(06)56008-x · Cited by 329 · see citing works
Empirically Building and Evaluating a Probabilistic Model of User Affect
Conati, C., & Maclaren, H. (2009) · User Modeling and User-Adapted Interaction · doi:10.1007/s11257-009-9062-8 · Cited by 328 · see citing works
On the relationship between interoceptive awareness, emotional experience, and brain processes
Pollatos, O., Kirsch, W., & Schandry, R. (2005) · Cognitive Brain Research · doi:10.1016/j.cogbrainres.2005.09.019 · Cited by 316 · see citing works
Amygdala response to both positively and negatively valenced stimuli
Garavan, H., Pendergrass, J. C., Ross, T. J., Stein, E. A., & Risinger, R. C. (2001) · Neuroreport · doi:10.1097/00001756-200108280-00036 · Cited by 312 · see citing works
James, E. L., Lau-Zhu, A., Clark, I. A., Visser, R. M., Hagenaars, M. A., & Holmes, E. A. (2016) · Clinical Psychology Review · doi:10.1016/j.cpr.2016.04.010 · Cited by 300 · see citing works
Disgust, fear, and the anxiety disorders: a critical review
Cisler, J. M., Olatunji, B. O., & Lohr, J. M. (2009) · Clinical Psychology Review · doi:10.1016/j.cpr.2008.09.007 · Cited by 307 · see citing works
Sex differences in the neural correlates of emotion: evidence from neuroimaging
Whittle, S., Yücel, M., Yap, M. B. H., & Allen, N. B. (2011) · Biological Psychology · doi:10.1016/j.biopsycho.2011.05.003 · Cited by 305 · see citing works
Affective learning: Awareness and aversion
HAMM, A. O., & VAITL, D. (1996) · Psychophysiology · doi:10.1111/j.1469-8986.1996.tb02366.x · Cited by 282 · see citing works
Self-citationDifferent Forms of Self-Control Share a Neurocognitive Substrate
Tabibnia, G., Monterosso, J. R., Baicy, K., Aron, A. R., Poldrack, R. A., Chakrapani, S., Lee, B., & London, E. D. (2011) · The Journal of Neuroscience · doi:10.1523/jneurosci.2859-10.2011 · Cited by 271 · see citing works
A role for REM sleep in recalibrating the sensitivity of the human brain to specific emotions
Gujar, N., McDonald, S. A., Nishida, M., & Walker, M. P. (2011) · Cerebral Cortex · doi:10.1093/cercor/bhq064 · Cited by 276 · see citing works
Fear appears fast: Temporal course of startle reflex potentiation in animal fearful subjects
Globisch, J., Hamm, A. O., Esteves, F., & Öhman, A. (1999) · Psychophysiology · doi:10.1017/s0048577299970634 · Cited by 270 · see citing works
Self-citationBehavioral effects of longitudinal training in cognitive reappraisal.
Denny, B. T., & Ochsner, K. N. (2014) · Emotion · doi:10.1037/a0035276 · Cited by 269 · see citing works
Harvey, P.-O., Pruessner, J., Czechowska, Y., & Lepage, M. (2007) · Molecular Psychiatry · doi:10.1038/sj.mp.4002021 · Cited by 259 · see citing works
Cognitive reappraisal of negative affect: Converging evidence from EMG and self-report
Ray, R. D., McRae, K., Ochsner, K. N., & Gross, J. J. (2010) · Emotion · doi:10.1037/a0019015 · Cited by 256 · see citing works
Corticolimbic blood flow in posttraumatic stress disorder during script-driven imagery
Britton, J. C., Phan, K. L., Taylor, S. F., Fig, L. M., & Liberzon, I. (2005) · Biological Psychiatry · doi:10.1016/j.biopsych.2004.12.025 · Cited by 265 · see citing works
Amodio, D. M., Harmon-Jones, E., & Devine, P. G. (2003) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.84.4.738 · Cited by 257 · see citing works
Feldner, M. T., Babson, K. A., & Zvolensky, M. J. (2007) · Clinical Psychology Review · doi:10.1016/j.cpr.2006.08.004 · Cited by 240 · see citing works
Autonomic Response in Depersonalization Disorder
Sierra, M., Senior, C., Dalton, J., McDonough, M., Bond, A., Phillips, M. L., O'Dwyer, A. M., & David, A. S. (2002) · Archives of General Psychiatry · doi:10.1001/archpsyc.59.9.833 · Cited by 225 · see citing works
She’s emotional. He’s having a bad day: Attributional explanations for emotion stereotypes.
Barrett, L. F., & Bliss-Moreau, E. (2009) · Emotion · doi:10.1037/a0016821 · Cited by 229 · see citing works
Dunn, B. D., Billotti, D., Murphy, V., & Dalgleish, T. (2009) · Behaviour Research and Therapy · doi:10.1016/j.brat.2009.05.007 · Cited by 214 · see citing works
Groch, S., Wilhelm, I., Diekelmann, S., & Born, J. (2013) · Neurobiology of Learning and Memory · doi:10.1016/j.nlm.2012.10.006 · Cited by 208 · see citing works
Noradrenaline mediates amygdala activation in men and women during encoding of emotional material
van Stegeren, A. H., Goekoop, R., Everaerd, W., Scheltens, P., Barkhof, F., Kuijer, J. P. A., & Rombouts, S. A. R. B. (2005) · NeuroImage · doi:10.1016/j.neuroimage.2004.09.011 · Cited by 212 · see citing works
- Authors
- LANG, P. J., GREENWALD, M. K., BRADLEY, M. M., & HAMM, A. O.
- Affiliations
- University of Florida (US)
- Corresponding author
- LANG, PETER J.
- Venue
- Psychophysiology
- Publisher
- Wiley
- Published
- 1993-05
- Volume
- 30
- Issue
- 3
- Pages
- 261-273
- ISSN
- 0048-5772 (ISSN-L)
- 1469-8986
- OpenAlex
- W2080898270
- Cited by
- 3,190
- References
- 62
- Citations by year
- 2026: 51 · 2025: 90 · 2024: 96 · 2023: 99 · 2022: 128 · 2021: 143 · 2020: 130 · 2019: 164 · 2018: 151 · 2017: 152 · 2016: 155 · 2015: 185 · 2014: 172 · 2013: 154 · 2012: 146
- FWCI
- 11.38
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Psychophysiology (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institutes of Health (5r01mh041950-03, 5r01mh043975-12)
- National Institute of Mental Health (MH41950, MH 43975, MH37757)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Aesthetic Perception and Analysis
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Emotion and Mood Recognition
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Heart Rate Variability and Autonomic Control
- Keywords
- valence, arousal, facial electromyography, zygomaticus major, corrugator supercilii, heart rate, skin conductance, viewing time, gender differences, cognitive style, response specificity
- MeSH terms
- Analysis of Variance, Arousal, Behavior, Electromyography, Emotions, Facial Expression, Facial Muscles, Female, Galvanic Skin Response, Heart Rate, Humans, Male, Pattern Recognition, Visual, Personality, Sex Characteristics, Time Factors, Reproducibility of Results
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.
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.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review