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Updated: May 14, 2026

Brain Imaging Investigation of the Neural Correlates of Observing Virtual Social Interactions
Published on: July 6, 2011
Social inferences from faces: ambient images generate a three-dimensional model
Clare A M Sutherland1, Julian A Oldmeadow, Isabel M Santos
1Department of Psychology, University of York, Heslington, York YO10 5DD, UK. cs770@york.ac.uk
Social inferences from faces rely on consistent cues. A diverse set of face images reveals a more complex structure than previously understood, including trustworthiness, dominance, and youthful-attractiveness.
Area of Science:
- Psychology
- Social Psychology
- Perception
Background:
- The valence/trustworthiness by dominance model explains social inferences from faces (Oosterhof & Todorov, 2008).
- Previous research utilized limited face stimuli, potentially obscuring the full structure of social perception.
Purpose of the Study:
- To investigate the robustness of the valence/trustworthiness by dominance model using a large, diverse set of ambient face images.
- To explore the underlying structure of social inferences derived from realistic facial stimuli.
Main Methods:
- Image averaging and morphing techniques were employed on 1000 ambient face images.
- Factor analysis was used to identify dimensions underlying social inferences.
- Cross-validation was performed using constructed face averages.
Main Results:
- Consistent facial cues were found to support various social inferences.
- The original two dimensions (trustworthiness, dominance) were replicated.
- A novel 'youthful-attractiveness' dimension emerged, alongside the original two, forming a three-dimensional model.
Conclusions:
- The study validates the utility of trustworthiness and dominance dimensions in social face perception.
- Using diverse, realistic face images reveals a more elaborate structure of social inferences than previously suggested.
- Future research should utilize varied face stimuli to fully understand social perception.
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