How Ethos and Pathos Appeals Resonate in Reader Interpretations of Social Media Messages

Ewelina Gajewska, Katarzyna Budzynska, Jarosław A. Chudziak, Liesbeth Allein


Abstract
Rhetorical strategies and their influence on audiences are often studied through social media posts and comments. However, this focus overlooks the "universal audience", which is the majority of readers who remain silent and do not explicitly express how a message affects them. This study investigates how two classical modes of persuasion, ethos and pathos, resonate in the silent audience’s interpretations of meaning. Using a dataset of social media sentences paired with human-written interpretations, we label both sources for ethos and pathos and assess whether these rhetorical appeals are preserved. Our analyses show that interpretations diverge from the original sentences in 30% of cases, with rhetorically charged content eliciting greater variability than neutral content. We further find that ethos and pathos in original sentences can predict audience attitudes toward the author, underscoring the subtle ways rhetoric shapes perception beyond visible engagement.
Anthology ID:
2026.sigdial-1.23
Volume:
Proceedings of the 27th Annual Meeting of the Special Interest Group on Discourse and Dialogue
Month:
August
Year:
2026
Address:
Atlanta, Georgia, USA
Editors:
Jinho D. Choi, Yun-Nung Chen, Kotaro Funakoshi, Ali Emami
Venue:
SIGDIAL
SIG:
SIGDIAL
Publisher:
Association for Computational Linguistics
Note:
Pages:
327–341
Language:
URL:
https://aclanthology.org/2026.sigdial-1.23/
DOI:
Bibkey:
Cite (ACL):
Ewelina Gajewska, Katarzyna Budzynska, Jarosław A. Chudziak, and Liesbeth Allein. 2026. How Ethos and Pathos Appeals Resonate in Reader Interpretations of Social Media Messages. In Proceedings of the 27th Annual Meeting of the Special Interest Group on Discourse and Dialogue, pages 327–341, Atlanta, Georgia, USA. Association for Computational Linguistics.
Cite (Informal):
How Ethos and Pathos Appeals Resonate in Reader Interpretations of Social Media Messages (Gajewska et al., SIGDIAL 2026)
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PDF:
https://aclanthology.org/2026.sigdial-1.23.pdf