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Related Experiment Video

Updated: May 26, 2025

Experimental Paradigm for Measuring the Effect of Induced Emotion on Grammar Learning

Experimental Paradigm for Measuring the Effect of Induced Emotion on Grammar Learning

Published on: January 29, 2020

Language measures correlate with other measures used to study emotion.

Shaina Munin¹, Desmond C Ong¹, Sydney Okland¹

¹Department of Psychology, The University of Texas at Austin, Austin, TX, USA.

Communications Psychology

|February 22, 2025

Summary

Language measures, particularly those assessing valence, correlate with observer and self-reports of emotion. This suggests language can be a valuable tool for emotion research when other methods are impractical.

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Area of Science:

Psychology
Linguistics
Affective Science

Background:

Language analysis is increasingly used to study emotion.
Previous research primarily focused on language and self-report correlations.
The relationship between language and other emotion measures remains less understood.

Purpose of the Study:

To investigate the associations between language measures and a wider array of emotion indicators.
To examine these associations across various established linguistic dictionaries.
To determine the consistency of these relationships in multimodal datasets.

Main Methods:

Analysis of three large, multimodal datasets with varying participant numbers and text lengths.
Testing associations between language-derived emotion (valence and discrete emotions) and self-report, observer report, facial cues, and vocal cues.
Comparison of results across multiple dictionaries (LIWC-22, NRC, Lexical Suite, ANEW, VADER).

Main Results:

Language measures consistently correlated with observer and self-report measures across datasets.
Significant associations were found between language measures of valence and facial cues, but not discrete emotions.
Language measures did not consistently associate with vocal cues.
Dictionary choice did not significantly impact the observed associations.

Conclusions:

Language measures, especially those indicating valence, show robust correlations with multiple other emotion assessment methods.
Language analysis offers a viable and practical approach for emotion research, particularly when other data modalities are limited.
Researchers can confidently employ language analysis to study emotion, complementing or substituting traditional methods.