Cited by 382Face Recognition and PerceptionEvolutionary Psychology and Human BehaviorFace recognition and analysis

Evaluating Faces on Trustworthiness: An Extension of Systems for Recognition of Emotions Signaling Approach/Avoidance Behaviors

Todorov, Alexander·2008·Annals of the New York Academy of Sciences

Abstract

People routinely make various trait judgments from facial appearance, and such judgments affect important social outcomes. These judgments are highly correlated with each other, reflecting the fact that valence evaluation permeates trait judgments from faces. Trustworthiness judgments best approximate this evaluation, consistent with evidence about the involvement of the amygdala in the implicit evaluation of face trustworthiness. Based on computer modeling and behavioral experiments, I argue that face evaluation is an extension of functionally adaptive systems for understanding the communicative meaning of emotional expressions. Specifically, in the absence of diagnostic emotional cues, trustworthiness judgments are an attempt to infer behavioral intentions signaling approach/avoidance behaviors. Correspondingly, these judgments are derived from facial features that resemble emotional expressions signaling such behaviors: happiness and anger for the positive and negative ends of the trustworthiness continuum, respectively. The emotion overgeneralization hypothesis can explain highly efficient but not necessarily accurate trait judgments from faces, a pattern that appears puzzling from an evolutionary point of view and also generates novel predictions about brain responses to faces. Specifically, this hypothesis predicts a nonlinear response in the amygdala to face trustworthiness, confirmed in functional magnetic resonance imaging (fMRI) studies, and dissociations between processing of facial identity and face evaluation, confirmed in studies with developmental prosopagnosics. I conclude with some methodological implications for the study of face evaluation, focusing on the advantages of formally modeling representation of faces on social dimensions.

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Crossref · 10.1196/annals.1440.012

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  • The choice of using intelligence, trustworthiness, sociability and happiness as dependent attributes for the halo effect was driven by existing literature.

    “The choice of using intelligence, trustworthiness, sociability and happiness as dependent attributes for the halo effect was driven by existing literature on this cognitive bias, such as [4,6,8,9,22,53,60–63].”

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References 111 · Cited by 382

Authors
Todorov, A.
Affiliations
Princeton University (US)
Corresponding author
Todorov, Alexander
Venue
Annals of the New York Academy of Sciences
Publisher
Wiley
Published
2008-03
Volume
1124
Issue
1
Pages
208-224
ISSN
  • 0077-8923 (ISSN-L)
  • 1749-6632
OpenAlex
W1607089218
Cited by
382
References
111
Citations by year
2026: 19 · 2025: 16 · 2024: 31 · 2023: 16 · 2022: 22 · 2021: 29 · 2020: 14 · 2019: 26 · 2018: 20 · 2017: 17 · 2016: 18 · 2015: 23 · 2014: 25 · 2013: 22 · 2012: 18
FWCI
1.68
Type
journal article
Language
en
Open access
closed
Locations
  • Annals of the New York Academy of Sciences (publishedVersion)
  • PubMed (publishedVersion)
Funders
National Science Foundation
Topics
  • Life Sciences › Neuroscience › Cognitive Neuroscience › Face Recognition and Perception
  • Social Sciences › Psychology › Experimental and Cognitive Psychology › Evolutionary Psychology and Human Behavior
  • Physical Sciences › Computer Science › Computer Vision and Pattern Recognition › Face recognition and analysis
Keywords
face evaluation, trustworthiness judgments, amygdala, emotional facial expressions, happiness, anger, approach-avoidance behavior, behavioral intention, prosopagnosia
MeSH terms
Animals, Avoidance Learning, Brain Mapping, Emotions, Face, Facial Expression, Humans, Pattern Recognition, Visual, Social Perception, Recognition, Psychology

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