Evidence map›Paper›PMID 31882670›Full record

ArticleScientific reports2019

Somatic and visceral effects of word valence, arousal and concreteness in a continuum lexical space.

Alessandra Vergallito, Marco Alessandro Petilli, Luigi Cattaneo, Marco Marelli

Abstract read
In one paragraph

Article in Scientific reports, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. Emotional and Social Dimension of Abstract Concepts Meet with Interoception in Right Anterior Insula.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2026
    Article
  3. Mapping the mental space of emotional concepts through kinematic measures of decision uncertainty.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2023
    Article
  4. Article
  5. Article
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

4 authors.

Alessandra VergallitoDepartment of Psychology, University of Milano-Bicocca, Milan, Italy. alessandra.vergallito@unimib.it.
Marco Alessandro PetilliDepartment of Psychology, University of Milano-Bicocca, Milan, Italy.ORCID http://orcid.org/0000-0002-9948-0029
Luigi CattaneoCenter for Mind/Brain Sciences (CIMeC), University of Trento, Trento, Italy.
Marco MarelliDepartment of Psychology, University of Milano-Bicocca, Milan, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Although affective and semantic word properties are known to independently influence our sensorimotor system, less is known about their interaction. We investigated this issue applying a data-driven mixed-effects regression approach, evaluating the impact of lexical-semantic properties on electrophysiological parameters, namely facial muscles activity (left corrugator supercilii, zygomaticus major, levator labii superioris) and heartbeat, during word processing. 500 Italian words were acoustically presented to 20 native-speakers, while electrophysiological signals were continuously recorded. Stimuli varied for affective properties, namely valence (the degree of word positivity), arousal (the amount of emotional activation brought by the word), and semantic ones, namely concreteness. Results showed that the three variables interacted in predicting both heartbeat and muscular activity. Specifically, valence influenced activation for lower levels of arousal. This pattern was further modulated by concreteness: the lower the word concreteness, the larger affective-variable impact. Taken together, our results provide evidence for bodily responses during word comprehension. Crucially, such responses were found not only for voluntary muscles, but also for the heartbeat, providing evidence to the idea of a common emotional motor system. The higher impact of affective properties for abstract words supports proposals suggesting that emotions play a central role in the grounding of abstract concepts.

Indexed as

LanguageSemanticsAdultArousalElectrocardiographyElectromyographyEmotionsFacial MusclesFemaleHumansMalePattern Recognition, VisualPsycholinguisticsRecognition, PsychologyYoung Adult

Identifiers

PMID31882670
PMCPMC6934768

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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.