Evidence map›Paper›PMID 41694010›Full record

ArticleFrontiers in psychology2026

Does slow flow mean calmness? Metaphorical connection mechanism between emotional concepts and water flow.

Weirui Xiong, Fan Yang, Hongsen Shi

Abstract read
In one paragraph

Article in Frontiers in psychology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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.

2 · The registry

The trial behind it

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

3 authors.

Weirui XiongCollege of Education Science, Chongqing Normal University, Chongqing, China.
Fan YangCollege of Education Science, Chongqing Normal University, Chongqing, China.
Hongsen ShiCollege of Education Science, Chongqing Normal University, Chongqing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Current explorations of the metaphorical relationship between emotions and water have primarily focused on the literary and linguistic dimensions, where emotions are expressed through the concepts and characteristics of water. However, the cognitive mechanisms underlying their metaphorical connection have not yet been systematically examined. Methods: This study examined the metaphorical connection and mapping between emotional concepts and water flow via three experiments. Experiment 1 used the Stroop paradigm, presenting emotional words and water flow backgrounds simultaneously to measure participants' reaction times through button presses. Experiments 2 and 3 adopted the Semantic Priming paradigm: Experiment 2 activated emotional words prior to water flow words, while Experiment 3 activated water flow words first, with reaction times measured via button presses in both. Results: Experiment 1 confirmed a significant metaphorical connection between emotional concepts and water flow (positive emotions-slow-flowing water, negative emotions-turbulent water). Experiments 2 and 3 revealed bidirectional priming effects: activation of positive emotion words accelerated responses to slow-flowing water words, while negative emotion words facilitated responses to turbulent water words; conversely, slow-flowing water words primed faster responses to positive emotion words, and turbulent water words primed faster responses to negative emotion words. Conclusion: (1) There exists a significant metaphorical association between emotion concepts and water flow. (2) There exists a bidirectional mapping relationship between emotional concepts and water flow.

Indexed as

cognitionconceptual metaphoremotionmetaphorwater flow metaphor

Identifiers

PMID41694010
PMCPMC12894391

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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.