ArticleFrontiers in psychology2020
Exploring the Thermal Signature of Guilt, Shame, and Remorse.
Article in Frontiers in psychology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers, 1 of them a synthesis that pooled it.
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Who cites it
7 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Understanding shame, guilt, embarrassment and pride: a systematic review of self-conscious emotions.Frontiers in psychology · 2025Pooled it
- POF cardiorespiratory sensor combined with a thermal imaging temperature sensor for multimodal emotion recognition.Biomedical optics express · 2026Article
- Unveiling faking in job interviews by examining facial thermal cues in deception detection.Scientific reports · 2025Article
- Bridging Neuroscience and Machine Learning: A Gender-Based Electroencephalogram Framework for Guilt Emotion Identification.Sensors (Basel, Switzerland) · 2025Article
- Imitating Emergencies: Generating Thermal Surveillance Fall Data Using Low-Cost Human-like Dolls.Sensors (Basel, Switzerland) · 2022Article
- Positive and psycho-pathological aspects between shame and shamelessness.Frontiers in psychology · 2022Review
- Exploring the Thermal Signature of Guilt, Shame, and Remorse.Frontiers in psychology · 2020Article
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The recent study of complex emotions using visual storyboards by Bhushan et al. (2020) endorses that same scenario can induce guilt/remorse or guilt/shame in people based on valence. These findings were based on behavioral data and did not consider body physiology. The present study aimed to explore the difference in the thermal signature of scenarios that elicit guilt in some and shame/remorse in others. Using storyboard depicting 13 scenarios, we analyzed the thermal changes on the forehead, eyes (left and right separately), cheek (left and right separately), nose tip, and mouth regions of the face with the objective of exploring the thermal signature of guilt, shame, and remorse. Data were collected from 31 participants using a thermal camera in a laboratory setting. We found a difference of 0.5°C or above change in temperature on the forehead, left and right cheeks, and mouth regions during guilt experience compared to shame and remorse experiences. The temperature of the right and left cheeks was high for guilt as compared to remorse for two scenarios inducing guilt/remorse, and the difference was statistically significant. For one of the scenarios inducing guilt/shame, thermal change in the right eye region was higher for shame as compared to guilt. The findings are discussed in light of the distribution of blood vessels on the face.
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Registered trials
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