Back

Person identity drives neural similarity more than action and valence during dynamic emotion perception

Okeke, D. E.; Chavez, R. S.

2026-06-04 neuroscience
10.64898/2026.06.01.728854 bioRxiv
Show abstract

Facial perception is a central feature of everyday social encounters and a rich source of emotional information. Classic functional magnetic resonance imaging (fMRI) studies of emotional facial processing used static photos emotional expression to identify regions of the brain showing univariate differences in response magnitudes between different emotional categories. However, there has been much less work identifying how the brain represents dynamic emotional facial expression and the factors that drive the similarity among these representations. In the current study, incorporated dynamic facial expression stimuli and representational similarity analysis to compare three competing hypothesized models of similarity of each of the stimuli presented: action being made, valence of the expression, and the identity of the person being perceived. Participants were shown short videos of fourteen volunteer actors making positive or negative facial expressions directed either toward or away from the camera. Activation patterns were compared against competing models on a trial-by-trial basis using a full multilevel modeling approach. Results showed that the identity of the person in the video was a greater predictor of brain responses similarity than the action or valence across widely distributed brain systems, particularly in the default mode network and lower-level visual processing regions. This suggests that the specific identity of the stimulus being perceived is a central driver of neural response similarity during perceptual encoding in dynamic facial processing.

Matching journals

The top 5 journals account for 50% of the predicted probability mass.

1
NeuroImage
813 papers in training set
Top 0.7%
17.3%
2
Journal of Cognitive Neuroscience
119 papers in training set
Top 0.1%
10.0%
3
Frontiers in Human Neuroscience
67 papers in training set
Top 0.1%
9.1%
4
The Journal of Neuroscience
928 papers in training set
Top 2%
7.1%
5
Scientific Reports
3102 papers in training set
Top 12%
7.1%
50% of probability mass above
6
Human Brain Mapping
295 papers in training set
Top 0.9%
6.7%
7
Social Cognitive and Affective Neuroscience
29 papers in training set
Top 0.1%
4.8%
8
Imaging Neuroscience
242 papers in training set
Top 0.8%
4.3%
9
PLOS ONE
4510 papers in training set
Top 36%
3.9%
10
PLOS Computational Biology
1633 papers in training set
Top 12%
2.7%
11
Cerebral Cortex
357 papers in training set
Top 0.6%
2.1%
12
Frontiers in Psychology
49 papers in training set
Top 0.5%
1.7%
13
eneuro
389 papers in training set
Top 6%
1.5%
14
Frontiers in Neuroscience
223 papers in training set
Top 5%
1.2%
15
Neuropsychologia
77 papers in training set
Top 0.9%
1.1%
16
Neuroscience of Consciousness
12 papers in training set
Top 0.2%
0.9%
17
Brain Research
35 papers in training set
Top 2%
0.7%
18
Consciousness and Cognition
17 papers in training set
Top 0.3%
0.7%
19
Communications Biology
886 papers in training set
Top 25%
0.7%
20
Frontiers in Psychiatry
83 papers in training set
Top 3%
0.7%
21
Proceedings of the National Academy of Sciences
2130 papers in training set
Top 48%
0.6%
22
Brain Topography
23 papers in training set
Top 0.5%
0.6%
23
Neuroscience
88 papers in training set
Top 3%
0.6%