The temporal representation of experience in subjective mood

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 a...

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Vydané v:eLife Ročník 10
Hlavní autori: Keren, Hanna, Zheng, Charles, Jangraw, David C, Chang, Katharine, Vitale, Aria, Rutledge, Robb B, Pereira, Francisco, Nielson, Dylan M, Stringaris, Argyris
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: England eLife Sciences Publications Ltd 15.06.2021
eLife Sciences Publications, Ltd
Predmet:
Adult
Affect - physiology
anterior cingulate cortex
Computational Biology
Computational neuroscience
computational psychiatry
Emotions
Female
fMRI
Frontal Lobe - diagnostic imaging
Frontal Lobe - physiology
Humans
Interviews
Magnetic Resonance Imaging
Male
Memory, Short-Term - physiology
Mental depression
Middle Aged
Models, Neurological
Models, Psychological
Mood
Neural coding
Neuroscience
primacy model
Reinforcement
Reward
reward
computational psychiatry
fMRI
mood
neuroscience
human
anterior cingulate cortex
primacy model
ISSN:2050-084X, 2050-084X
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Popis
Shrnutí: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.
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These authors contributed equally to this work.
ISSN:2050-084X
2050-084X
DOI:10.7554/eLife.62051