One response is to say that LLMs do not (and could not ever) have emotions, because LLMs cannot feel1,2. If feeling is a necessary condition for the occurrence of emotions, the idea that LLM have (or will ever have) emotions could be dismissed. However, we and many other affective scientists do not see conscious feelings as a necessary condition of emotions in humans or other animals. We therefore do not regard the presence of feelings as an appropriate criterion for whether an LLM has emotions.
What might be more appropriate criteria? To answer this question, we adopt a functional perspective2,3,4, asking what functions emotions serve and whether an LLM has processes that serve those functions. We argue that emotions serve two central functions. Specifically, emotions shape how we (1) interpret and (2) respond to the world.
This is a preview of subscription content, access
Access options
- Purchase on SpringerLink
- Instant access to the full article PDF.
Prices may be subject to local taxes which are calculated during checkout
Subjects
- Computer science
- Neurophysiology
- Psychology
References
-
James, W. Mind9, 188–205 (1884).
-
Adolphs, R. & Andler, D. Emot. Rev.10, 191–201 (2018).
-
Keltner, D. & Gross, J. J. Cogn. Emot.13, 467–480 (1999).
-
Sofroniew, N. et al. Preprint at transformer-circuits.pub<a href="https://transformer-circuits.pub/2026/emotions/index.html” rel=”nofollow noopener” target=”_blank”>https://transformer-circuits.pub/2026/emotions/index.html (2026).
-
Uusberg, A., Taxer, J. L., Yih, J., Uusberg, H. & Gross, J. J. Emot. Rev.11, 267–282 (2019).
-
Ellsworth, P. C. & Scherer, K. R. in Handbook of Affective Sciences (eds Davidson, R. J. et al.) 572–595 (Oxford Univ. Press, 2003).
-
Lindquist, K. A., Wager, T. D., Kober, H., Bliss-Moreau, E. & Barrett, L. F. Behav. Brain Sci.35, 121–143 (2012).
-
Lee, K. M. & Satpute, A. B. Soc. Cogn. Affect. Neurosci.19, nsae043 (2024).
-
Satpute, A. B. & Lindquist, K. A. Trends Cogn. Sci.23, 851–864 (2019).
-
Goldenberg, A. Perspect. Psychol. Sci.19, 489–502 (2024).
Authors and Affiliations
Ethics declarations
Competing interests
The authors declare no competing interests.
Rights and permissions
About this article
Cite this article
Goldenberg, A., Gross, J.J. Large language models do not have emotions.
Nat Hum Behav (2026). https://doi.org/10.1038/s41562-026-02558-6
-
Version of record:24 August 2026
-
DOI
:https://doi.org/10.1038/s41562-026-02558-6
