Published January 2025 | Published
Journal Article Open

How trait impressions of faces shape subsequent mental state inferences

  • 1. ROR icon University of California, San Diego
  • 2. ROR icon California Institute of Technology
  • 3. ROR icon Dartmouth College

Abstract

People form impressions of one another in a split second from faces. However, people also infer others' momentary mental states on the basis of context—for example, one might infer that somebody feels encouraged from the fact that they are receiving constructive feedback. How do trait judgements of faces influence these context-based mental state inferences? In this Registered Report, we asked participants to infer the mental states of unfamiliar people, identified by their neutral faces, under specific contexts. To increase generalizability, we representatively sampled all stimuli from inclusive sets using computational methods. We tested four hypotheses: that trait impressions of faces (1) are correlated with subsequent mental state inferences in a range of contexts, (2) alter the dimensional space that underlies mental state inferences, (3) are associated with specific mental state dimensions in this space and (4) causally influence mental state inferences. We found evidence in support of all hypotheses.

Copyright and License

© 2024, The Author(s), under exclusive licence to Springer Nature Limited.

Acknowledgement

We thank Y. Xu for helping with face image processing. This work was funded by NIMH (2P50 MH094258) and NSF (BCS-1840756). R.A. was supported in part by the Moonshot R&D JPMJMS2294 (overall programme manager: K. Matsumoto). The funders had no role in study design, data collection and analysis, decision to publish or preparation of the manuscript.

Contributions

C.L. and R.A. developed the study concept and designed the study. C.L. and U.K. prepared the experimental materials. M.A.T. and R.A. supervised the data collection and analyses. C.L. performed the data collection. C.L. and U.K. performed the data analyses. C.L. drafted the initial manuscript. All authors revised and reviewed the manuscript and approved the final manuscript for submission.

Supplemental Material

Supplementary Information, Figs. 1–6 and Tables 1–4.

Data Availability

All experiment materials, the raw and processed data, the data usage guidance, and the laboratory log documenting the details of data collection are available via the Open Science Framework at https://osf.io/8ynzj/?view_only=f29e741904354cd9919da9b43a2609b7. No data for any preregistered study (other than pilot data included at Stage 1) were collected prior to the date of acceptance in principle. All data files were collected after acceptance in principle and appropriately time-stamped according to the approved registered Stage 1 protocol (except that data collection in Africa and South America used a second CloudResearch platform, Prime Panels, beyond the preregistered platform, MTurk Toolkit, with the Editors’ permission). Source data are provided with this paper.

Code Availability

All experiment code and analysis code are available via the Open Science Framework at https://osf.io/8ynzj/?view_only=f29e741904354cd9919da9b43a2609b7.

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Additional details

Created:
February 14, 2025
Modified:
February 14, 2025