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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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.
AbstractList	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. 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.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.
Author	Stringaris, Argyris Jangraw, David C Zheng, Charles Rutledge, Robb B Nielson, Dylan M Pereira, Francisco Vitale, Aria Keren, Hanna Chang, Katharine
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Keywords	reward computational psychiatry fMRI mood neuroscience human anterior cingulate cortex primacy model
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SubjectTerms	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
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Title	The temporal representation of experience in subjective mood
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