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Masked Presentations of Emotional Facial Expressions Modulate Amygdala Activity without Explicit Knowledge
Open accessAbstract
Functional magnetic resonance imaging (fMRI) of the human brain was used to study whether the amygdala is activated in response to emotional stimuli, even in the absence of explicit knowledge that such stimuli were presented. Pictures of human faces bearing fearful or happy expressions were presented to 10 normal, healthy subjects by using a backward masking procedure that resulted in 8 of 10 subjects reporting that they had not seen these facial expressions. The backward masking procedure consisted of 33 msec presentations of fearful or happy facial expressions, their offset coincident with the onset of 167 msec presentations of neutral facial expressions. Although subjects reported seeing only neutral faces, blood oxygen level-dependent (BOLD) fMRI signal in the amygdala was significantly higher during viewing of masked fearful faces than during the viewing of masked happy faces. This difference was composed of significant signal increases in the amygdala to masked fearful faces as well as significant signal decreases to masked happy faces, consistent with the notion that the level of amygdala activation is affected differentially by the emotional valence of external stimuli. In addition, these facial expressions activated the sublenticular substantia innominata (SI), where signal increases were observed to both fearful and happy faces—suggesting a spatial dissociation of territories that respond to emotional valence versus salience or arousal value. This study, using fMRI in conjunction with masked stimulus presentations, represents an initial step toward determining the role of the amygdala in nonconscious processing.
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“In particular, a range of studies have demonstrated that the amygdala rapidly habituates to repeated presentations of emotional faces (Breiter et al., 1996 ;Whalen et al., 1998 ;Wright et al., 2001) and pictures (Fischer et al., 2000 ;Irwin et al., 1996).”
From Short-term serotonergic but not noradrenergic antidepressant administration reduces attentional vigilance to threat in healthy volunteers (2009) · cites this paper as Whalen et al., 1998
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“Consistent with this, it is well established that the habituation of neural responses to repeated exposure to stimuli is particularly pronounced in response to stimuli with an emotional valence.”
From Short-term serotonergic but not noradrenergic antidepressant administration reduces attentional vigilance to threat in healthy volunteers (2009) · cites this paper as Whalen et al., 1998
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“Anger as well as fear are accepted to be amygdala-mediated emotions and behaviors that concur with sympathetic arousal in the need of prefrontal control when inhibition is desired (e.g., Morris et al., 1998; Whalen et al., 1998; Izdebski, 2008; see Kreibig, 2010 for a review on autonomic responses to emotions).”
From Voice Stress Analysis: A New Framework for Voice and Effort in Human Performance (2018) · cites this paper as Whalen et al., 1998
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“Numerous studies have demonstrated that this is also reflected in attentional control and suggested that neuronal activity associated with threat- or fear-related stimuli is obligatory (Pessoa, McKenna, Gutierrez, & Ungerleider, 2002; Vuilleumier, Armony, Driver, & Dolan, 2001; Whalen et al., 1998).”
From Selection history: How reward modulates selectivity of visual attention. (2018) · cites this paper as Whalen et al., 1998
In the citing paper
“In normal individuals, exposure to threat-related social signals such as fearful and angry facial expressions increases amygdala activity (Whalen et al. 1998; Zald, 2003); this effect is heightened in individuals with social anxiety (Phan et al. 2006).”
From Effects of MDMA on sociability and neural response to social threat and social reward (2009) · cites this paper as Whalen et al. 1998
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“show the amygdala to be particularly important in socioemotional processing, especially processing of threat-related social information (Whalen et al. 1998; Zald 2003).”
From Effects of MDMA on sociability and neural response to social threat and social reward (2009) · cites this paper as Whalen et al. 1998
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“amygdala activation to fearful faces can occur in the absence of attention, potentially when the fearful faces are masked and not consciously detected94”
From Neural Substrates of Childhood Anxiety Disorders (2012) · cites this paper as [94]
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Citations
Cites
The assessment and analysis of handedness: The Edinburgh inventory
Oldfield, R. C. (1971) · Neuropsychologia · doi:10.1016/0028-3932(71)90067-4 · Cited by 35,900
Co-Planar Stereotaxic Atlas of the Human Brain
Talairach, J., & Tournoux, P. (1988) · Medical Entomology and Zoology · Cited by 11,798
Feeling and thinking: Preferences need no inferences.
Zajonc, R. B. (1980) · American Psychologist · doi:10.1037/0003-066x.35.2.151 · Cited by 8,094
Ekman, P. (1976) · Medical Entomology and Zoology · Cited by 4,345
Dynamic magnetic resonance imaging of human brain activity during primary sensory stimulation.
Kwong, K. K., Belliveau, J. W., Chesler, D. A., Goldberg, I. E., Weisskoff, R. M., Poncelet, B. P., Kennedy, D. N., Hoppel, B. E., Cohen, M. S., & Turner, R. (1992) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.89.12.5675 · Cited by 4,212
A process dissociation framework: Separating automatic from intentional uses of memory
Jacoby, L. L. (1991) · Journal of Memory and Language · doi:10.1016/0749-596x(91)90025-f · Cited by 3,817
(1996) · Cited by 3,692
Ogawa, S., Tank, D. W., Menon, R., Ellermann, J. M., Kim, S. G., Merkle, H., & Ugurbil, K. (1992) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.89.13.5951 · Cited by 3,681
The emotion probe: Studies of motivation and attention.
Lang, P. J. (1995) · American Psychologist · doi:10.1037//0003-066x.50.5.372 · Cited by 2,876
Central cholinergic pathways in the rat: An overview based on an alternative nomenclature (Ch1–Ch6)
Mesulam, M. M., Mufson, E. J., Wainer, B. H., & Levey, A. I. (1983) · Neuroscience · doi:10.1016/0306-4522(83)90108-2 · Cited by 2,329
A differential neural response in the human amygdala to fearful and happy facial expressions
Morris, J. S., Frith, C. D., Perrett, D. I., Rowland, D., Young, A. W., Calder, A. J., & Dolan, R. J. (1996) · Nature · doi:10.1038/383812a0 · Cited by 2,013
Rapid Automated Algorithm for Aligning and Reslicing PET Images
Woods, R. P., Cherry, S. R., & Mazziotta, J. C. (1992) · Journal of Computer Assisted Tomography · doi:10.1097/00004728-199207000-00024 · Cited by 1,901
Multi-planar image formation using NMR spin echoes
Mansfield, P. (1977) · Journal of Physics C Solid State Physics · doi:10.1088/0022-3719/10/3/004 · Cited by 1,809
Response and Habituation of the Human Amygdala during Visual Processing of Facial Expression
Breiter, H. C., Etcoff, N. L., Whalen, P. J., Kennedy, W. A., Rauch, S. L., Buckner, R. L., Strauss, M. M., Hyman, S. E., & Rosen, B. R. (1996) · Neuron · doi:10.1016/s0896-6273(00)80219-6 · Cited by 1,711
Self-citationThe amygdala: Neurobiological aspects of emotion, memory, and mental dysfunction.
Aggleton, J. P. (1992) · Wiley-Liss eBooks · Cited by 1,536
Adolphs, R., Tranel, D., Damasio, H., & Damasio, A. (1995) · The Journal of Neuroscience · doi:10.1523/jneurosci.15-09-05879.1995 · Cited by 1,138
Cognitive Approaches to Emotion and Emotional Disorders
Mathews, A., & MacLeod, C. (1994) · Annual Review of Psychology · doi:10.1146/annurev.ps.45.020194.000325 · Cited by 1,023
Attentional resolution and the locus of visual awareness
He, S., Cavanagh, P., & Intriligator, J. M. (1996) · Nature · doi:10.1038/383334a0 · Cited by 976
Amygdala activity at encoding correlated with long-term, free recall of emotional information.
Cahill, L. F., Haier, R. J., Fallon, J., Alkire, M. T., Tang, C. Y., Keator, D., Wu, J. C., & McGaugh, J. L. (1996) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.93.15.8016 · Cited by 928
Hornak, J., Rolls, E. T., & Wade, D. (1996) · Neuropsychologia · doi:10.1016/0028-3932(95)00106-9 · Cited by 735
Facial Emotion Recognition after Bilateral Amygdala Damage: Differentially Severe Impairment of Fear
Calder, A. J. (1996) · Cognitive Neuropsychology · doi:10.1080/026432996381890 · Cited by 712
Neuroanatomical correlates of externally and internally generated human emotion
(1997) · American Journal of Psychiatry · doi:10.1176/ajp.154.7.918 · Cited by 711 · cited 1×
“The present study builds on the growing number of neuroimaging studies demonstrating that human amygdala activation in response to emotionally valenced stimuli is a reliable phenomenon (Breiter et al., 1996; Cahill et al., 1996; Irwin et al., 1996; Morris et al., 1996; Reiman et al., 1997).”
BackgroundThree Cognitive Markers of Unconscious Semantic Activation
Greenwald, A. G., Draine, S. C., & Abrams, R. L. (1996) · Science · doi:10.1126/science.273.5282.1699 · Cited by 686
False recognition produced by implicit verbal responses.
Underwood, B. J. (1965) · Journal of Experimental Psychology · doi:10.1037/h0022014 · Cited by 685
Hasselmo, M. E., Rolls, E. T., & Baylis, G. C. (1989) · Behavioural Brain Research · doi:10.1016/s0166-4328(89)80054-3 · Cited by 657
The Young Adult Human Brain: An MRI-based Morphometric Analysis
Filipek, P. A., Richelme, C., Kennedy, D. N., & Caviness, V. S. (1994) · Cerebral Cortex · doi:10.1093/cercor/4.4.344 · Cited by 652
(1992) · Cited by 626
Implicit Memory: A Selective Review
Schacter, D. L., Chiu, C. Y. P., & Ochsner, K. N. (1993) · Annual Review of Neuroscience · doi:10.1146/annurev.ne.16.030193.001111 · Cited by 625
Hamani, C., Aziz, T. Z., Bloem, B. R., Brown, P., Chabardès, S., Coyne, T. J., Foote, K. D., García‐Rill, E., Hirsch, É. C., Lozano, A. M., et al. (2016) · Stereotactic and Functional Neurosurgery · doi:10.1159/000449010 · Cited by 571
Attentional bias in anxiety and depression: The role of awareness
Mogg, K., Bradley, B. P., & Williams, R. (1995) · British Journal of Clinical Psychology · doi:10.1111/j.2044-8260.1995.tb01434.x · Cited by 559
LeDoux, J. E., Ruggiero, D. A., & Reis, D. J. (1985) · The Journal of Comparative Neurology · doi:10.1002/cne.902420204 · Cited by 530
Acetylcholine released from cerebral cortex in relation to state of activation
Celesia, G. G., & Jasper, H. H. (1966) · Neurology · doi:10.1212/wnl.16.11.1053 · Cited by 429
Memory metaphors in cognitive psychology
Roediger, H. L., III (1980) · Memory & Cognition · doi:10.3758/bf03197611 · Cited by 407
Processing speed in the cerebral cortex and the neurophysiology of visual masking
Rolls, E. T., & Tovée, M. J. (1994) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.1994.0087 · Cited by 398
Cholinergic modulation of the functional organization of the cat visual cortex
Sillito, A. M., & Kemp, J. A. (1983) · Brain Research · doi:10.1016/0006-8993(83)90015-x · Cited by 387
Brain Regions Responsive to Novelty in the Absence of Awareness
Berns, G. S., Cohen, J. D., & Mintun, M. A. (1997) · Science · doi:10.1126/science.276.5316.1272 · Cited by 367
Heimer, L., Harlan, R. E., Alheid, G. F., Garcia, M. M., & de Olmos, J. S. (1997) · Neuroscience · doi:10.1016/s0306-4522(96)00405-8 · Cited by 289
Automaticity and the anxiety disorders.
Mcnally, R. J. (1995) · Behaviour Research and Therapy · doi:10.1016/0005-7967(95)00015-p · Cited by 281
DAVIS, M., Walker, D. L., & LEE, Y. (1997) · Annals of the New York Academy of Sciences · doi:10.1111/j.1749-6632.1997.tb48289.x · Cited by 280
Esteves, F. G., & Öhman, A. (1993) · Scandinavian Journal of Psychology · doi:10.1111/j.1467-9450.1993.tb01096.x · Cited by 276
The afferent connections of the substantia innominata in the monkey,Macaca fascicularis
Russchen, F. T., Amaral, D., & Price, J. L. (1985) · The Journal of Comparative Neurology · doi:10.1002/cne.902420102 · Cited by 270
Amygdaloid contributions to conditioned arousal and sensory information processing.
Kapp, B. S., Whalen, P. J., Supple, W. F., & Pascoe, J. P. (1992) · Cited by 265
Self-citationHuman amygdala activation detected with echo-planar functional magnetic resonance imaging
Irwin, W., Davidson, R. J., Lowe, M. J., Mock, B. J., Sorenson, J. A., & Turski, P. A. (1996) · Neuroreport · doi:10.1097/00001756-199607290-00014 · Cited by 258
Cohen, M. S., & Weisskoff, R. M. (1991) · Magnetic Resonance Imaging · doi:10.1016/0730-725x(91)90094-3 · Cited by 234
Cortical acetylcholine release and electroencephalographic arousal
Szerb, J. C. (1967) · The Journal of Physiology · doi:10.1113/jphysiol.1967.sp008303 · Cited by 218
Double Dissociation between Overt and Covert Face Recognition
Tranel, D., Damásio, H., & Damásio, A. R. (1995) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.1995.7.4.425 · Cited by 212
Motion detection and correction in functional MR imaging
Jiang, A., Kennedy, D. N., Baker, J. R., Weisskoff, R. M., Tootell, R. B. H., Woods, R. P., Benson, R. R., Kwong, K. K., Brady, T. J., Rosen, B. R., et al. (1995) · Human Brain Mapping · doi:10.1002/hbm.460030306 · Cited by 195
Détári, L., & Vanderwolf, C. H. (1987) · Brain Research · doi:10.1016/0006-8993(87)91521-6 · Cited by 187
Functional Magnetic Resonance Imaging with Echo Planar Imaging
Kwong, K. K. (1996) · Springer eBooks · doi:10.1007/978-88-470-2194-5_16 · Cited by 184
Probe P3 and blinks: Two measures of affective startle modulation
SCHUPP, H. T., CUTHBERT, B. N., BRADLEY, M. M., BIRBAUMER, N., & LANG, P. J. (1997) · Psychophysiology · doi:10.1111/j.1469-8986.1997.tb02409.x · Cited by 181
Perception without awareness: Critical issues.
Merikle, P. M. (1992) · American Psychologist · doi:10.1037//0003-066x.47.6.792 · Cited by 170
Neural responses to salient visual stimuli
Morris, J. S., Friston, K. J., & Dolan, R. J. (1997) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.1997.0109 · Cited by 164
Perception without awareness: Critical issues.
Merikle, P. M. (1992) · American Psychologist · doi:10.1037/0003-066x.47.6.792 · Cited by 154
Metherate, R., & Ashe, J. H. (1991) · Brain Research · doi:10.1016/0006-8993(91)90301-b · Cited by 146
Neuronal responses related to reinforcement in the primate basal forebrain
Wilson, F. A. W., & Rolls, E. T. (1990) · Brain Research · doi:10.1016/0006-8993(90)90546-n · Cited by 130
Seamon, J. G., Williams, P., Crowley, M. J., Kim, I. J., Langer, S. A., Orne, P. J., & Wishengrad, D. L. (1995) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037/0278-7393.21.3.711 · Cited by 123
Bordi, F., LeDoux, J. E., Clugnet, M.-C., & Pavlides, C. (1993) · Behavioral Neuroscience · doi:10.1037/0735-7044.107.5.757 · Cited by 118
Effects of similarity and repetition on memory: Registration without learning?
Hintzman, D. L., Curran, T., & Oppy, B. J. (1992) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037//0278-7393.18.4.667 · Cited by 116
Balaban, M. T. (1995) · Child Development · doi:10.1111/j.1467-8624.1995.tb00853.x · Cited by 116
Automated shimming at 1.5 t using echo‐planar image frequency maps
Reese, T. G., Davis, T. L., & Weisskoff, R. M. (1995) · Journal of Magnetic Resonance Imaging · doi:10.1002/jmri.1880050621 · Cited by 111
DeArmond, S. J. (1976) · Cited by 107
Subliminal processing of threat cues in posttraumatic stress disorder
McNally, R., Amir, N., & Lipke, H. (1996) · Journal of Anxiety Disorders · doi:10.1016/0887-6185(95)00040-2 · Cited by 93
Whalen, P., Kapp, B., & Pascoe, J. (1994) · The Journal of Neuroscience · doi:10.1523/jneurosci.14-03-01623.1994 · Cited by 87
Self-citationFunctional Neuroimaging Studies in Posttraumatic Stress Disorder
Rauch, S. L., & Shin, L. M. (1997) · Annals of the New York Academy of Sciences · doi:10.1111/j.1749-6632.1997.tb48271.x · Cited by 84
Self-citationRecollections of faces: Remembering differences and knowing similarities.
Mäntylä, T. (1997) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037//0278-7393.23.5.1203 · Cited by 82
Balaban, M. T. (1995) · Child Development · doi:10.2307/1131188 · Cited by 74
Whalen, P. J., & Kapp, B. S. (1991) · Behavioral Neuroscience · doi:10.1037//0735-7044.105.1.141 · Cited by 67
Self-citationWhalen, P. J., & Kapp, B. S. (1991) · Behavioral Neuroscience · doi:10.1037/0735-7044.105.1.141 · Cited by 51
Self-citationWhen encoding fails: Instructions, feedback, and registration without learning
Hintzman, D. L., & Curran, T. (1995) · Memory & Cognition · doi:10.3758/bf03197223 · Cited by 47
Responses of Nucleus Basalis of Meynert Neurons in Behaving Monkeys
Richardson, R. T., Mitchell, S. J., Baker, F., & DeLong, M. R. (1988) · Springer eBooks · doi:10.1007/978-1-4757-9610-0_16 · Cited by 15
Herbster (1997) · doi:10.1002/(sici)1097-0193(1997)5:2
Research works printed but not linked: 3
- Halgren E (1992) Emotional neurophysiology of the human amygdala within the context of human cognition. in The amygdala: neurobiological aspects of emotion, memory, and mental dysfunction, ed Aggleton JP (Wiley, New York), pp 191–228.
- 10.1037/0003-066X.50.5.372 · DOI
- 10.1037//0003-066X.35.2.151 · DOI · Paper page
Cited by
Sorted by citations
LeDoux, J. E. (2000) · Annual Review of Neuroscience · doi:10.1146/annurev.neuro.23.1.155 · Cited by 8,444
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
Empathy: its ultimate and proximate bases
Preston, S. D., & de Waal, F. B. M. (2002) · Behavioral and Brain Sciences · doi:10.1017/s0140525x02000018 · Cited by 4,126
Functional 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
Contributions of the Amygdala to Emotion Processing: From Animal Models to Human Behavior
Phelps, E. A., & LeDoux, J. E. (2005) · Neuron · doi:10.1016/j.neuron.2005.09.025 · Cited by 3,203
Metadata
- Authors
- Whalen, P. J., Rauch, S. L., Etcoff, N. L., McInerney, S. C., Lee, M. B., & Jenike, M. A.
- Affiliations
- Harvard University (US)
- Venue
- The Journal of Neuroscience
- Publisher
- Society for Neuroscience
- Published
- 1998-01-01
- Volume
- 18
- Issue
- 1
- Pages
- 411-418
- ISSN
- 0270-6474 (ISSN-L)
- 1529-2401
- PMC
- PMC6793390
- OpenAlex
- W2164058388
- Cited by
- 2,205
- References
- 72
- Citations by year
- 2026: 7 · 2025: 30 · 2024: 24 · 2023: 31 · 2022: 28 · 2021: 45 · 2020: 35 · 2019: 52 · 2018: 66 · 2017: 72 · 2016: 78 · 2015: 81 · 2014: 99 · 2013: 126 · 2012: 121
- FWCI
- 34.14
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Journal of Neuroscience (publishedVersion, cc-by-nc-sa)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Alliance for Research on Schizophrenia and Depression
- National Institutes of Health (5k20mh001215-05)
- National Institute of Mental Health (MH 16259, MH01215, T32MH016259)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Face Recognition and Perception
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory and Neural Mechanisms
- Keywords
- amygdala, emotional facial expressions, masked stimuli, backward masking, fear, happiness, emotional valence, unconscious processes, substantia innominata, emotional salience, face perception
- MeSH terms
- Adult, Amygdala, Awareness, Facial Expression, Fear, Happiness, Heart Rate, Humans, Functional Laterality, Magnetic Resonance Imaging, Male, Substantia Innominata
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