Evidence map›Paper›PMID 41694079›Full record

ArticleAffective science2025

Beyond Valence and Arousal: Distributed Facial Patterns Linked to Specific Emotions Cannot be Reduced to Core Affect.

Rotem Simhon, Nachshon Meiran, Shaul Shvimmer, Liron Amihai, Yitzhak Yitzhaky, Jonathan Rosenblatt, Michael Gilead

Abstract read
In one paragraph

Article in Affective science, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Rotem SimhonSchool of Psychology, Tel Aviv University, Tel Aviv, Israel.ORCID 0000-0002-9328-5601
Nachshon MeiranDepartment of Psychology, Ben Gurion University of the Negev, Be'er Sheva, Israel.
Shaul ShvimmerElectro-Optics Engineering Department, School of Electrical and Computer Engineering, Ben Gurion University of the Negev, Be'er Sheva, Israel.
Liron AmihaiSchool of Psychology, Tel Aviv University, Tel Aviv, Israel.
Yitzhak YitzhakyElectro-Optics Engineering Department, School of Electrical and Computer Engineering, Ben Gurion University of the Negev, Be'er Sheva, Israel.
Jonathan RosenblattDepartment of Industrial Engineering and Management, Ben Gurion University of the Negev, Be'er Sheva, Israel.
Michael GileadSchool of Psychology, Tel Aviv University, Tel Aviv, Israel.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Emotions are central to human life and, as such, are of primary interest in basic psychological research. There is widespread agreement that emotions involve subjective experiences that can be described with discrete natural language labels and often involve changes in bodily states, but there is ongoing debate about how specific and differentiated these bodily states are, and how they relate to emotional labels. Recent work showed that objective measures derived from the face can be used to accurately classify discrete emotional labels. However, it remains possible that the facial patterns associated with discrete emotions merely convey valence and arousal (i.e., "core affect") and that this information can be utilized to deduce discrete emotion categories. In light of this, in the current work, we examined whether the facial patterns that reliably distinguish between emotional states are reducible to valence and arousal. Our findings support the position that the human face contains rich information that can be used to predict people's emotional states and that this information is not reducible to core affect. We discuss the implications of this work to the debate concerning the nature of emotions.

Indexed as

Core affectDiscrete emotionsEmotional stateFacial patternsFacial physiology

Identifiers

PMID41694079
PMCPMC12894610

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.