ArticleAffective science2026
Faking It Isn't Making It: Research Needs Spontaneous and Naturalistic Facial Expressions.
Article in Affective science, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
3 citing papers in PubMed.
- Introducing the Naturalistic Expression Labeling Task (NELT): Associations with posed expression labeling, empathy, and general cognitive ability.Behavior research methods · 2026Article
- Restricting facial mimicry does not impair emotion recognition or influence the evaluation of human affect vocalizations and instrumental sounds.Scientific reports · 2026Article
- How do Faces Influence Behavior? A Proposal for Distinguishing between Mechanisms that Involve Cognitive inferences, Emotional Feelings, and Unconscious Affective Reactions.Affective science · 2026Review
Corrections and comments
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Facial expressions play a pivotal role in shaping social interactions. However, the conceptualization of facial expressions as direct readouts of internal emotional experience has led to the conflation of three distinct question types. Specifically, there is confusion between questions concerning: (Q1) the production of facial expressions, (Q2) how accurately perceivers interpret expressors' internal emotions from their outward expressions, and (Q3) perceiver responses to the outward appearance of expressions independent of the expressor's internal emotional state. The disentanglement of these three question types highlights that, because the facial stimuli traditionally used in research are posed rather than reflective of internal emotions, they can only test perceiver responses (Q3), though they have often been interpreted as measures of perceptual accuracy (Q2). Moreover, due to their exaggerated and prototypical nature, these stimuli fail to capture the nuance and complexity of real-world expressions, potentially leading to ecologically invalid findings even for Q3. New data presented here also suggest that many of these stimuli are
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.