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Journal of Cognitive Human-Computer Interaction

ISSN
Online: 2771-1463 Print: 2771-1471
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Continuous publication

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Open access journal. All articles are freely available online with no APC.

Journal of Cognitive Human-Computer Interaction
Full Length Article

Volume 11Issue 2PP: 33–41 • 2026

When the Story Knows You: Personalisation, Interactivity, and Emotional Transportation in Human-AI Collaborative Narrative Experiences

Nurdaulet Karabayev 1* ,
Sholpan Baumuratova 2
1Eurasian National University, Kazakhstan
2Department of Computer Science, L.N. Gumilyov Eurasian National University, Astana, Kazakhstan
* Corresponding Author.
Received: December 13, 2026 Revised: February 01, 2026 Accepted: March 11, 2026

Abstract

Stories have always been the primary medium through which human beings share emotions, build empathy, and make sense of experience. The emergence of large language models capable of generating coherent, contextually rich narratives raises a fundamental question for human-computer interaction: when a story is generated by a machine, does it still carry the emotional weight and imaginative pull of one written by a human, and can the design of the interaction itself amplify or diminish that pull? This paper reports a controlled within-subjects experiment in which thirty-six participants read or actively co-shaped stories produced by a large language model under four conditions that crossed two levels of interactivity—passive reading versus branching-choice interaction—with two levels of personalisation—generic narrative versus one adapted to the participant’s stated interests and preferences. Emotional engagement was measured through narrative transportation, positive and negative affect, sense of narrative agency, trust in the AI narrator, and perceived story quality. The study finds that both interactivity and personalization independently increase emotional transportation, and that their combined presence produces an amplified effect that is larger than either factor alone, while trust in the AI narrator emerges as a partial mediator of the personalization advantage. Individual differences in baseline narrative engagement propensity predict the magnitude of benefit from the most engaging condition, providing actionable guidance for adaptive storytelling interface design.

Keywords

AI storytelling Narrative transportation Large language models Emotional engagement Interactive narrative Personalisation Affective response Human-AI collaboration Human-computer interaction

References

[1] M. C. Green and T. C. Brock, “The role of transportation in the persuasiveness of public narratives,” Journal of Personality and Social Psychology, vol. 79, no. 5, pp. 701–721, 2000, doi: 10.1037/0022-3514.79.5.701.

[2] A. Bhattacharjee, S. Y. Xu, P. Rao, Y. Zeng, J. Meyerhoff, S. I. Ahmed, D. C. Mohr, M. Liut, A. Mariakakis, R. Kornfield, and J. J. Williams, ““It Explains What I am Currently Going Through Perfectly to a Tee”: Understanding user perceptions on LLM-enhanced narrative interventions,” in Proceedings of the ACM CHI Conference on Human Factors in Computing Systems, ser. CHI ’24. ACM, 2024, doi: 10.1145/3613904.3642009.

[3] DiaryMate Study Authors, “DiaryMate: Understanding user perceptions and experience in human-AI collaboration for personal journaling,” in Proceedings of the ACM CHI Conference on Human Factors in Computing Systems, ser. CHI ’24. ACM, 2024, doi: 10.1145/3613904.3642693.

[4] M. Appel, T. Gnambs, T. Richter, and M. C. Green, “The transportation scale — short form (TS-SF),” Media Psychology, vol. 18, no. 2, pp. 243–266, 2015, doi: 10.1080/15213269.2014.987400.

[5] M. C. Green and T. C. Brock, “In the mind’s eye: Imagery and transportation into narrative worlds,” in Narrative Impact: Social and Cognitive Foundations, M. C. Green, J. J. Strange, and T. C. Brock, Eds. Mahwah, NJ: Lawrence Erlbaum Associates, 2002, pp. 315–341.

[6] D. Watson, L. A. Clark, and A. Tellegen, “Development and validation of brief measures of positive and negative affect: The PANAS scales,” Journal of Personality and Social Psychology, vol. 54, no. 6, pp. 1063–1070, 1988, doi: 10.1037/0022-3514.54.6.1063. [7] J. A. Russell, “A circumplex model of affect,” Journal of Personality and Social Psychology, vol. 39, no. 6, pp. 1161–1178, 1980, doi: 10.1037/h0077714.

[8] L. Longo, C. D. Wickens, G. M. Hancock, and P. A. Hancock, “Human mental workload: A survey and a novel inclusive definition,” Frontiers in Psychology, vol. 13, p.883321, 2022, doi: 10.3389/fpsyg.2022.883321.

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Karabayev, Nurdaulet , Baumuratova, Sholpan . "When the Story Knows You: Personalisation, Interactivity, and Emotional Transportation in Human-AI Collaborative Narrative Experiences." Journal of Cognitive Human-Computer Interaction, vol. Volume 11, no. Issue 2, 2026, pp. 33–41. DOI: https://doi.org/10.54216/JCHCI.110206
Karabayev, N., Baumuratova, S. (2026). When the Story Knows You: Personalisation, Interactivity, and Emotional Transportation in Human-AI Collaborative Narrative Experiences. Journal of Cognitive Human-Computer Interaction, Volume 11(Issue 2), 33–41. DOI: https://doi.org/10.54216/JCHCI.110206
Karabayev, Nurdaulet , Baumuratova, Sholpan . "When the Story Knows You: Personalisation, Interactivity, and Emotional Transportation in Human-AI Collaborative Narrative Experiences." Journal of Cognitive Human-Computer Interaction Volume 11, no. Issue 2 (2026): 33–41. DOI: https://doi.org/10.54216/JCHCI.110206
Karabayev, N., Baumuratova, S. (2026) 'When the Story Knows You: Personalisation, Interactivity, and Emotional Transportation in Human-AI Collaborative Narrative Experiences', Journal of Cognitive Human-Computer Interaction, Volume 11(Issue 2), pp. 33–41. DOI: https://doi.org/10.54216/JCHCI.110206
Karabayev N, Baumuratova S. When the Story Knows You: Personalisation, Interactivity, and Emotional Transportation in Human-AI Collaborative Narrative Experiences. Journal of Cognitive Human-Computer Interaction. 2026;Volume 11(Issue 2):33–41. DOI: https://doi.org/10.54216/JCHCI.110206
N. Karabayev, S. Baumuratova, "When the Story Knows You: Personalisation, Interactivity, and Emotional Transportation in Human-AI Collaborative Narrative Experiences," Journal of Cognitive Human-Computer Interaction, vol. Volume 11, no. Issue 2, pp. 33–41, 2026. DOI: https://doi.org/10.54216/JCHCI.110206
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