ArticleProceedings of the National Academy of Sciences of the United States of America2019
The neural representation of facial-emotion categories reflects conceptual structure.
Article in Proceedings of the National Academy of Sciences of the United States of America, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers.
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Who cites it
33 citing papers in PubMed, 101 citations in OpenAlex.
- Deep learning reveals a neurocomputational mechanism predicting depression risk in adolescents.Science advances · 2026Article
- Internal representations of facial emotions in schizophrenia.Schizophrenia research. Cognition · 2026Article
- Racial stereotypes bias the neural representation of objects towards perceived weapons.Nature communications · 2025Article
- Conceptual knowledge increasingly supports emotion understanding as perceptual contribution declines with age.Nature communications · 2025Article
- Cortical representational geometry of diverse tasks reveals subject-specific and subject-invariant cognitive structures.Communications biology · 2025Article
- Neural Representations of Emotions in Visual, Auditory, and Modality-Independent Regions Reflect Idiosyncratic Conceptual Knowledge.Human brain mapping · 2024Article
- A Multidimensional Neural Representation of Face Impressions.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2024Article
- Emotional concepts shape the perceptual representation of body expressions.Human brain mapping · 2024Article
- Expression perceptive fields explain individual differences in the recognition of facial emotions.Communications psychology · 2024Article
- Facial representations of complex affective states combining pain and a negative emotion.Scientific reports · 2024Article
- Movement trajectories as a window into the dynamics of emerging neural representations.Scientific reports · 2024Article
- Neural signatures of shared subjective affective engagement and disengagement during movie viewing.Human brain mapping · 2024Article
- Interoceptive ability moderates the effect of physiological reactivity on social judgment.Emotion (Washington, D.C.) · 2023Article
- Neural tracking of social hierarchies in adolescents' real-world social networks.Social cognitive and affective neuroscience · 2023Article
- Learning emotional dialects: A British population study of cross-cultural communication.Perception · 2023Article
- Testing, explaining, and exploring models of facial expressions of emotions.Science advances · 2023Article
- Language access differentially alters functional connectivity during emotion perception across cultures.Frontiers in psychology · 2023Article
- Association between fractional amplitude of low-frequency fluctuation (fALFF) and facial emotion recognition ability in first-episode schizophrenia patients: a fMRI study.Scientific reports · 2022Article
- Does culture shape our understanding of others' thoughts and emotions? An investigation across 12 countries.Neuropsychology · 2022Article
- Positive, negative, neutral-or unknown? The perceived valence of emotions expressed by young autistic children in a novel context suited to autism.Autism : the international journal of research and practice · 2022Article
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Authors and funding
4 authors at 2 institutions in 2 countries.
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Abstract
Humans reliably categorize configurations of facial actions into specific emotion categories, leading some to argue that this process is invariant between individuals and cultures. However, growing behavioral evidence suggests that factors such as emotion-concept knowledge may shape the way emotions are visually perceived, leading to variability-rather than universality-in facial-emotion perception. Understanding variability in emotion perception is only emerging, and the neural basis of any impact from the structure of emotion-concept knowledge remains unknown. In a neuroimaging study, we used a representational similarity analysis (RSA) approach to measure the correspondence between the conceptual, perceptual, and neural representational structures of the six emotion categories Anger, Disgust, Fear, Happiness, Sadness, and Surprise. We found that subjects exhibited individual differences in their conceptual structure of emotions, which predicted their own unique perceptual structure. When viewing faces, the representational structure of multivoxel patterns in the right fusiform gyrus was significantly predicted by a subject's unique conceptual structure, even when controlling for potential physical similarity in the faces themselves. Finally, cross-cultural differences in emotion perception were also observed, which could be explained by individual differences in conceptual structure. Our results suggest that the representational structure of emotion expressions in visual face-processing regions may be shaped by idiosyncratic conceptual understanding of emotion categories.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.