The temporal representation of experience in subjective mood

Hanna Keren, Charles Zheng, David C. Jangraw, Katharine Chang, Aria Vitale, Robb B. Rutledge, Francisco Pereira, Dylan M. Nielson, Argyris Stringaris

Research output: Contribution to journalArticlepeer-review

18 Scopus citations

Abstract

Humans refer to their mood state regularly in day-to-day as well as clinical interactions. Theoretical accounts suggest that when reporting on our mood we integrate over the history of our experiences; yet, the temporal structure of this integration remains unexamined. Here, we use a computational approach to quantitatively answer this question and show that early events exert a stronger influence on reported mood (a primacy weighting) compared to recent events. We show that a Primacy model accounts better for mood reports compared to a range of alternative temporal representations across random, consistent, or dynamic reward environments, different age groups, and in both healthy and depressed participants. Moreover, we find evidence for neural encoding of the Primacy, but not the Recency, model in frontal brain regions related to mood regulation. These findings hold implications for the timing of events in experimental or clinical settings and suggest new directions for individualized mood interventions.

Original languageEnglish
Article numbere62051
JournaleLife
Volume10
DOIs
StatePublished - 15 Jun 2021
Externally publishedYes

Bibliographical note

Publisher Copyright:
© 2021, eLife Sciences Publications Ltd. All rights reserved.

Funding

We thank Elisabeth A Murray and Nathaniel D Daw for helpful comments and questions. This research was supported in part by the Intramural Research Program of the National Institute of Mental Health National Institutes of Health (NIH) (Grant No. ZIA-MH002957-01 to AS). RBR is supported by the National Institute of Mental Health (1R01MH124110), a Medical Research Council Career Development Award (MR/N02401X/1), and a NARSAD Young Investigator Award from the Brain & Behavior Research Foundation, P&S Fund. This work used the computational resources of the NIH HPC (high-performance computing) Biowulf cluster (http://hpc.nih.gov). The funder had no role in the design and conduct of the study; collection, management, analysis, and interpretation of the data; preparation, review, and approval of the manuscript; or decision to submit the manuscript for publication. The views expressed in this article do not necessarily represent the views of the National Institutes of Health, the Department of Health and Human Services, or the United States Government.

FundersFunder number
National Institute of Mental Health National Institutes of Health
National Institutes of HealthZIA-MH002957-01
U.S. Department of Health and Human Services
National Institute of Mental HealthR01MH124110
Brain and Behavior Research Foundation
National Alliance for Research on Schizophrenia and Depression
Medical Research CouncilMR/N02401X/1

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