Emotion knowledge is structured in a grid-like coordinate system in the human ventromedial prefrontal cortex

Human emotional experiences vary widely in everyday life, yet they are systematically organized within a continuous affective space defined by valence and arousal. Although this circumplex organization has shaped decades of research, its neural implementation remains unclear. Here, we asked whether abstract emotion concepts are encoded using grid-like coordinate principles in the human brain. During fMRI, participants tracked trajectories through affective space conveyed through morphs of facial expressions and sequences of phrases. We found that ventromedial prefrontal cortex (vmPFC) encoded affective space with robust hexadirectional modulation characteristic of grid-like coding. This coordinate representation generalized across stimulus modalities, indicating abstraction beyond perceptual features. The grid-like signal reflected a metric organization of emotion concepts independent of overt behavior, whereas distance-related signals in vmPFC predicted trial-by-trial affective judgements. Together, these findings suggest that emotion knowledge is structured by a grid-like coordinate system in the human brain that can support predictive inference and flexible decision-making.

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Publication Details

Journal
PLoS Biology
Published
2026-11-02
DOI
https://doi.org/10.1371/journal.pbio.3003795
Primary Topic
Neural and Behavioral Psychology Studies
Type
article
Field-Weighted Citation Impact
0.00

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article

Emotion knowledge is structured in a grid-like coordinate system in the human ventromedial prefrontal cortex

Philip A. Kragel, Yumeng Ma
PLoS Biology
Neural and Behavioral Psychology Studies
article

Emotion knowledge is structured in a grid-like coordinate system in the human ventromedial prefrontal cortex

Philip A. Kragel, Yumeng Ma
article en

Abstract

Human emotional experiences vary widely in everyday life, yet they are systematically organized within a continuous affective space defined by valence and arousal. Although this circumplex organization has shaped decades of research, its neural implementation remains unclear. Here, we asked whether abstract emotion concepts are encoded using grid-like coordinate principles in the human brain. During fMRI, participants tracked trajectories through affective space conveyed through morphs of facial expressions and sequences of phrases. We found that ventromedial prefrontal cortex (vmPFC) encoded affective space with robust hexadirectional modulation characteristic of grid-like coding. This coordinate representation generalized across stimulus modalities, indicating abstraction beyond perceptual features. The grid-like signal reflected a metric organization of emotion concepts independent of overt behavior, whereas distance-related signals in vmPFC predicted trial-by-trial affective judgements. Together, these findings suggest that emotion knowledge is structured by a grid-like coordinate system in the human brain that can support predictive inference and flexible decision-making.

PLoS BiologyVol. 24(11)
Emory University (US)
Emory University
Openalex Percentile: Top 72%
Neural and Behavioral Psychology Studies
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Emotion knowledge is structured in a grid-like coordinate system in the human ventromedial prefrontal cortex — Philip A. Kragel, Yumeng Ma · PLoS Biology (2026) | TGRS Research Map | TGRS