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Updated: Feb 2, 2026

Cross-Modal Multivariate Pattern Analysis
Published on: November 9, 2011
Differentiating guilt and shame in an interpersonal context with univariate activation and multivariate pattern
Ruida Zhu1, Chunliang Feng1, Shen Zhang1
1State Key Laboratory of Cognitive Neuroscience and Learning & IDG, McGovern Institute for Brain Research, Beijing Normal University, 100875, Beijing, China; Center for Collaboration and Innovation in Brain and Learning Sciences, Beijing Normal University, 100875, Beijing, China; Beijing Key Laboratory of Brain Imaging and Connectomics, Beijing Normal University, 100875, Beijing, China.
This study explored guilt and shame during social interactions using fMRI. Both emotions activated similar brain regions, but guilt uniquely engaged areas associated with social cognition and cognitive control.
Area of Science:
- Neuroscience
- Social Psychology
- Cognitive Science
Background:
- Guilt and shame are social emotions typically arising from interpersonal interactions.
- Previous research has not directly compared the neural processing of guilt and shame within an interpersonal context.
- Understanding these distinct emotions is crucial for comprehending social behavior and mental health.
Purpose of the Study:
- To investigate the neural correlates of guilt and shame processing during interpersonal interactions.
- To differentiate the brain regions involved in guilt versus shame in a social context.
- To explore the role of theory of mind and self-referential processing in these emotions.
Main Methods:
- Functional magnetic resonance imaging (fMRI) was employed to measure brain activity.
- Participants engaged in an interpersonal task where their advice affected a confederate's economic outcome.
- Behavioral responses and fMRI data were analyzed, including univariate activation and multivariate pattern analysis.
Main Results:
- Both guilt and shame activated the dorsal medial prefrontal cortex (dmPFC) and anterior insula, involved in self-referential and emotional processing.
- Guilt, relative to shame, showed increased activation in regions associated with theory of mind (supramarginal gyrus, temporo-parietal junction) and cognitive control (orbitofrontal cortex, ventrolateral prefrontal cortex, dorsolateral prefrontal cortex).
- Multivariate pattern analysis identified the ventral anterior cingulate cortex and dmPFC as key areas distinguishing guilt from shame.
Conclusions:
- Guilt and shame share overlapping neural substrates related to self-awareness and emotion.
- Guilt processing in an interpersonal context recruits additional brain networks involved in understanding others' mental states and regulating cognitive processes.
- These findings provide novel insights into the distinct neural mechanisms underlying guilt and shame in social situations.
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