Your new experience awaits. Try the new design now and help us make it even better

ORIGINAL RESEARCH article

Front. Robot. AI

Sec. Human-Robot Interaction

Volume 12 - 2025 | doi: 10.3389/frobt.2025.1569040

This article is part of the Research TopicIntelligent Assistants for AllView all 5 articles

Embarrassment in HRI: Remediation and The Role of Robot Responses in Emotion Control

Provisionally accepted
  • Future University Hakodate, Hakodate, Japan

The final, formatted version of the article will be published soon.

As robots became increasingly integrated into daily life, their ability to influence human emotions through verbal and nonverbal expressions is gaining attention. While robots have been explored for their role in emotional expression, their potential in emotion regulation particularly in alleviating or amplifying embarrassment remains under-explored in human-robot interaction. To address this gap, this study investigates whether and how robots can regulate the embarrassment emotion through their responses. A between-subjects experiment was conducted with 96 participants (48 males and 48 females) using the social robot Furhat. Participants experienced an embarrassing situation induced by a failure of meshing scenario, followed by the robot adopting one of three response attitudes: neutral, empathic, or ridiculing. Additionally, the robot's social agency was manipulated by varying its facial appearance between a human-like and an anime-like appeara-nces. The findings indicate that embarrassment was effectively induced based on physiological data, body movements, facial expressions, and participants verbal responses. The anime-faced robot elicited lower embarrassment and arousal due to its lower perceived social agency and anthropomorphism. The robot's attitude was the dominant factor shaping participants' emotional responses and perceptions. The neutral and empathic attitudes with an anime face were found to be the most effective in eliciting mild emotions and alleviating embarrassment. Interestingly, an empathic attitude is suspected to be favored over a neutral one as it elicited the lowest embarrassment. However an empathic attitude risks shaming the participant due to its indirect confrontation that inherently acknowledges the embarrassing incident which is undesirable in the Japanese culture. However, in terms of the robot's perceived evaluation by participants, a neutral attitude was the most favored. This study highlights the role of robot responses in emotion regulation, particularly in embarrassment control, and provides insights into designing socially intelligent robots that can modulate human emotions effectively.

Keywords: embarrassment, failure of meshing, Furhat, HRI, Neutral attitude, Empathic attitude, ridiculing attitude

Received: 31 Jan 2025; Accepted: 17 Oct 2025.

Copyright: © 2025 Salem and Sumi. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Ahmed Salem, engahmedsalem2@outlook.com

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.