“Not the happiest words came to my mind”-Subjective experiences of AI-assisted self-representation among individuals with high risk of depression

Klaus Kellerwessel , Asztrik Kovács , Adrienn Ujhelyi

Exploration of Digital Health Technologies ›› 2026, Vol. 4 ›› Issue (1) : 101180

PDF (5440KB)
Exploration of Digital Health Technologies ›› 2026, Vol. 4 ›› Issue (1) :101180 DOI: 10.37349/edht.2026.101180
Original Article
research-article
“Not the happiest words came to my mind”-Subjective experiences of AI-assisted self-representation among individuals with high risk of depression
Author information +
History +
PDF (5440KB)

Abstract

Aim: Diagnosing and treating major depressive disorder (MDD) remains a pressing global health challenge. Generative-AI tools, by lowering technical barriers and offering rapid visual feedback, may open new avenues for art-based assessment and intervention.

Methods: In this exploratory qualitative pilot, we conducted reflexive thematic analysis of semi-structured interviews withN = 10 young adults at elevated risk for depression who generated self-representative images in Midjourney during a 45-minute session. Participants were selected from a larger cohort described elsewhere; no quantitative analyses were conducted in the present paper.

Results: Qualitative findings suggested therapeutic-like mechanisms that mirror-and in some cases amplify-those reported for traditional art therapy, including the experience of flow and spontaneity, a heightened sense of creative agency, and the safe externalization of difficult or extreme emotions. Some participants described abrupt “sentiment switches,” where joyful imagery was immediately followed by scenes of sudden, intrusive self-criticism. Importantly, the generative process also surfaced idiosyncratic “resource images” (e.g., nature motifs, hobbies, values, loved ones) that participants experienced as calming or empowering, hinting at personalised anchors for future interventions.

Conclusions: In line with prior quantitative work showing that more negative prompt sentiment statistically relates to higher BDI scores, the present qualitative narratives offer an interpretive account of how such negativity may emerge during AI-assisted self-representation. However, the current study does not integrate datasets or perform mixed-methods triangulation and uses those prior findings solely for contextualization. We conclude that, with appropriate ethical safeguards, generative-AI image making may serve as a flexible, low-cost adjunct to existing diagnostic and art-therapeutic practices, offering clients and clinicians a shared visual language for exploring the multi-layered experience of depression.

Keywords

artificial intelligence / art therapy / depression / self-image

Cite this article

Download citation ▾
Klaus Kellerwessel, Asztrik Kovács, Adrienn Ujhelyi. “Not the happiest words came to my mind”-Subjective experiences of AI-assisted self-representation among individuals with high risk of depression. Exploration of Digital Health Technologies, 2026, 4 (1) : 101180 DOI:10.37349/edht.2026.101180

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

Depressive disorder (depression) [Internet]. World Health Organisation ; c2025 [cited 2024 Apr 18]. Available from:https://www.who.int/news-room/fact-sheets/detail/depression

[2]

Cuijpers P, Quero S, Dowrick C, Arroll B. Psychological Treatment of Depression in Primary Care: Recent Developments. Curr Psychiatry Rep. 2019; 21:129.

[3]

Beck AT, Haigh EAP. Advances in Cognitive Theory and Therapy: The Generic Cognitive Model. Annu Rev Clin Psychol. 2014; 10:1-24.

[4]

Montesano A, Feixas G, Caspar F, Winter D. Depression and Identity: Are Self-Constructions Negative or Conflictual? Front Psychol. 2017; 8:877.

[5]

Davey CG, Harrison BJ. The self on its axis: a framework for understanding depression. Transl Psychiatry. 2022; 12:23.

[6]

Li W, Zhao Z, Chen D, Peng Y, Lu Z. Prevalence and associated factors of depression and anxiety symptoms among college students: a systematic review and meta-analysis. J Child Psychol Psychiatry. 2022; 63:1222-30.

[7]

Blomdahl C, Gunnarsson BA, Guregård S, Rusner M, Wijk H, Björklund A. Art therapy for patients with depression: expert opinions on its main aspects for clinical practice. J Ment Health. 2016; 25:527-35.

[8]

Pennebaker JW. Theories, Therapies, and Taxpayers: On the Complexities of the Expressive Writing Paradigm. Clin Psychol Sci Pract. 2004; 11:138-42.

[9]

Pennebaker JW, Francis ME. Cognitive, Emotional, and Language Processes in Disclosure. Cogn Emot. 1996; 10:601-26.

[10]

Glass O, Dreusicke M, Evans J, Bechard E, Wolever RQ. Expressive writing to improve resilience to trauma: A clinical feasibility trial. Complement Ther Clin Pract. 2019; 34:240-6.

[11]

Lepore SJ. Expressive writing moderates the relation between intrusive thoughts and depressive symptoms. J Pers Soc Psychol. 1997; 73:1030-7.

[12]

Baikie KA, Geerligs L, Wilhelm K. Expressive writing and positive writing for participants with mood disorders: an online randomized controlled trial. J Affect Disord. 2012; 136:310-9.

[13]

Krpan KM, Kross E, Berman MG, Deldin PJ, Askren MK, Jonides J. An everyday activity as a treatment for depression: the benefits of expressive writing for people diagnosed with major depressive disorder. J Affect Disord. 2013; 150:1148-51.

[14]

Junge MB. History of Art Therapy. In: Gussak DE, Rosal ML, editors. The Wiley Handbook of Art Therapy. 1st ed. Wiley; 2015. pp. 7-16.

[15]

Chilton G. Art Therapy and Flow: A Review of the Literature and Applications. Art Ther. 2013; 30:64-70.

[16]

Franklin M. Art Therapy and Self-Esteem. Art Ther. 1992; 9:78-84.

[17]

Gerlitz Y, Regev D, Snir S. A Relational approach to art therapy. Arts Psychother. 2020; 68:101644.

[18]

Hoffmann B. The role of expressive therapies in therapeutic interactions; art therapy - explanation of the concept. Trakia J Sci. 2016; 14:197-202.

[19]

Ciasca EC, Ferreira RC, Santana CLA, Forlenza OV, Santos GDD, Brum PS, et al. Art therapy as an adjuvant treatment for depression in elderly women: a randomized controlled trial. Braz J Psychiatry. 2018; 40:256-63.

[20]

Van Lith T, Fenner P, Schofield M. The lived experience of art making as a companion to the mental health recovery process. Disabil Rehabil. 2011; 33:652-60.

[21]

Muri SA. Beyond the face: Art therapy and self-portraiture. Arts Psychother. 2007; 34:331-9.

[22]

Nuñez C. The self portrait, a powerful tool for self-therapy. Eur J Psychother Couns. 2009; 11:51-61.

[23]

Smith F. Seeing and Being Seen: Self-Portraiture in Art Therapy [dissertation].Concordia University; 2008.

[24]

Alders A, Beck L, Allen PB, Mosinski BB. Technology in Art Therapy: Ethical Challenges. Art Ther. 2011; 28:165-70.

[25]

Barclay LJ, Skarlicki DP. Healing the wounds of organizational injustice: examining the benefits of expressive writing. J Appl Psychol. 2009; 94:511-23.

[26]

Brooker J. Found objects in art therapy. Int J Art Ther. 2010; 15:25-35.

[27]

Darewych OH, Riedel Bowers N. Positive arts interventions: creative clinical tools promoting psychological well-being. Int J Art Ther. 2018; 23:62-9.

[28]

Shamri Zeevi L. Making Art Therapy Virtual: Integrating Virtual Reality Into Art Therapy With Adolescents. Front Psychol. 2021; 12:584943.

[29]

Jiang HH, Brown L, Cheng J, Khan M, Gupta A, Workman D, et al. AI Art and its Impact on Artists. In: AIES '23: Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society; 2023 Aug 8-10; Montréal, Canada. New York: Association for Computing Machinery; 2023. pp. 363-74.

[30]

Hemment D, Currie M, Bennett S, Elwes J, Ridler A, Sinders C, et al. AI in the Public Eye: Investigating Public AI Literacy Through AI Art. In: FAccT '23: Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency; 2023 Jun 12-5; Chicago, IL, USA. New York: Association for Computing Machinery;2023. pp. 931-42.

[31]

Ploennigs J, Berger M. AI art in architecture. AI Civ Eng. 2023; 2:8.

[32]

Ragot M, Martin N, Cojean S. AI-generated vs. Human Artworks. A Perception Bias Towards Artificial Intelligence? In: Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems; 2020 April 25-30; Honolulu, USA. New York: Association for Computing Machinery; 2020. pp. 1-10.

[33]

Tao F. A New Harmonisation of Art and Technology: Philosophic Interpretations of Artificial Intelligence Art. Crit Arts. 2022; 36:110-25.

[34]

Chamberlain R, Mullin C, Scheerlinck B, Wagemans J. Putting the art in artificial: Aesthetic responses to computer-generated art. Psychol Aesthet Creat Arts. 2018; 12:177-92.

[35]

Du X, An P, Leung J, Li A, Chapman LE, Zhao J. DeepThInk: Designing and probing human-AI co-creation in digital art therapy. Int J Hum-Comput Stud. 2024; 181:103139.

[36]

‘AI isn’t a threat’ - Boris Eldagsen, whose fake photo duped the Sony judges, hits back [Internet].Cirrkus News; c2025 [cited 2025 Oct 1]. Available from:https://cirrkus.com/news/news-feed/ai-isnt-a-threat-boris-eldagsen-whose-fake-photo-duped-the-sony-judges-hits-back-photography/21123102/

[37]

Kellerwessel K, Ujhelyi A. „Kreálok valamit, csak így szavakból!” - mesterséges intelligencia és művészet az énképmérésben. Magy Pszichol Szle. 2024; 79:195-214.

[38]

Kellerwessel K. Prediction of depression risk based on AI art prompts. Research Square [Preprint].2025 [cited 2025 Oct 1]. Available from:https://www.researchsquare.com/article/rs-5578681/v1

[39]

Creswell JW, Plano Clark VL. Designing and Conducting Mixed Methods Research. SAGE Publications; 2017.

[40]

Ivankova NV, Creswell JW, Stick SL. Using Mixed-Methods Sequential Explanatory Design: From Theory to Practice. Field Methods. 2006; 18:3-20.

[41]

Palinkas LA, Horwitz SM, Green CA, Wisdom JP, Duan N, Hoagwood K. Purposeful Sampling for Qualitative Data Collection and Analysis in Mixed Method Implementation Research. Adm Policy Ment Health. 2015; 42:533-44.

[42]

Patton MQ. Two Decades of Developments in Qualitative Inquiry: A Personal, Experiential Perspective. Qual Soc Work. 2002; 1:261-83.

[43]

Coyne IT. Sampling in qualitative research. Purposeful and theoretical sampling; merging or clear boundaries? J Adv Nurs. 1997; 26:623-30.

[44]

McPherson S, Wicks C, Tercelli I. Patient experiences of psychological therapy for depression: a qualitative metasynthesis. BMC Psychiatry. 2020; 20:313.

[45]

Midjourney [Internet].Midjourney; [cited 2025 Oct 1]. Available from:https://www.midjourney.com/home

[46]

DeepL [Internet].DeepL; [cited 2025 Oct 1]. Available from:https://www.deepl.com/

[47]

Beck AT, Ward CH, Mendelson M, Mock J, Erbaugh J. An inventory for measuring depression. Arch Gen Psychiatry. 1961; 4:561-71.

[48]

Kopp M, Skrabski Á, Czakó L. Összehasonlító mentálhigiénés vizsgálatokhoz ajánlott módszertan. Végeken. 1990; 2:4-24. Hungarian.

[49]

Rózsa S, Szádóczky E, Füredi J. A Beck depresszió kérdőív rövidített változatának jellemzői hazai mintán. Psychiatr Hung. :2001. Hungarian.

[50]

Braun V, Clarke V. Using thematic analysis in psychology. Qual Res Psychol. 2006; 3:77-101.

[51]

Rácz J, Kassai S, Pintér JN. Az interpretatív fenomenológiai analízis (IPA) mint kvalitatív pszichológiai eszköz bemutatása: Szakirodalmi összefoglalás. MPSzle. 2016; 71:313-36. Hungarian.

[52]

Csikszentmihalyi M, Abuhamdeh S, Nakamura J. Flow. In: Flow and the Foundations of Positive Psychology. Dordrecht: Springer Netherlands; 2014. pp. 227-38.

[53]

Frattaroli J. Experimental disclosure and its moderators: a meta-analysis. Psychol Bull. 2006; 132:823-65.

[54]

Sloan DM, Marx BP. A closer examination of the structured written disclosure procedure. J Consult Clin Psychol. 2004; 72:165-75.

[55]

Kross E, Ayduk O. Making Meaning out of Negative Experiences by Self-Distancing. Curr Dir Psychol Sci. 2011; 20:187-91.

[56]

Lieberman MD, Eisenberger NI, Crockett MJ, Tom SM, Pfeifer JH, Way BM. Putting feelings into words: affect labeling disrupts amygdala activity in response to affective stimuli. Psychol Sci. 2007; 18:421-8.

[57]

Clark JM, Paivio A. A Dual Coding Perspective on Encoding Processes. In: McDaniel MA, Pressley M, editors. Imagery and Related Mnemonic Processes, New York: Springer New York; 1987. pp. 5-33.

[58]

Holmes EA, Mathews A. Mental imagery in emotion and emotional disorders. Clin Psychol Rev. 2010; 30:349-62.

[59]

Seligman M. PERMA and the building blocks of well-being. J Posit Psychol. 2018; 13:333-5.

[60]

Tóth L, Kellerwessel K, Ujhelyi A. Exploring the potential of AI-assisted self-representations in identity-focused art therapy. Explor Digit Health Technol. 2025; 3:101172.

PDF (5440KB)

0

Accesses

0

Citation

Detail

Sections
Recommended

/

〈 〉