The cathartic dream: Using a large language model to study a new type of functional dream in healthy and clinical populations

IF 3.9 3区 医学 Q2 CLINICAL NEUROLOGY Journal of Sleep Research Pub Date : 2025-02-09 DOI:10.1111/jsr.70001
Lampros Perogamvros, Vincent Rochas, Jean-Baptiste Beau, Virginie Sterpenich, Laurence Bayer
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Abstract

According to some theories of emotion regulation, dreams could modify negative emotions and ultimately reduce their intensity. We introduce here the idea of cathartic dream, a specific and separate type of emotional dream, which is characterized by a dynamic plot with emotional twists, and where negative emotions are expressed and ultimately decreased. This process would reflect psychological relief (catharsis according to the Aristotelian definition) and fulfil an emotion regulation function. We developed and validated a tool using a large language model to emotionally categorize the different dreams from dream diaries. Based on this tool, we were able to detect the prevalence of cathartic dreams in datasets of both healthy participants and patients with nightmares. Additionally, we observed the increase of cathartic dreams during 2 weeks of imagery rehearsal therapy and targeted memory reactivation during rapid eye movement sleep. We also demonstrate how the increase of cathartic dreams correlates significantly with the decrease of depression scores in patients with nightmares under therapy, thus supporting their likely functional role in well-being and their distinct nature among other emotional dreams.

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宣泄梦:用大语言模型研究健康和临床人群的一种新型功能性梦。
根据一些情绪调节理论,梦可以修正负面情绪并最终降低其强度。我们在这里介绍宣泄梦的概念,这是一种特殊而独立的情感梦,其特点是一个充满情感曲折的动态情节,消极情绪在其中得到表达并最终减少。这一过程反映了心理上的缓解(根据亚里士多德的定义,这是一种宣泄),并实现了情绪调节功能。我们开发并验证了一个工具,使用一个大的语言模型,从情感上对梦日记中的不同梦进行分类。基于这个工具,我们能够在健康参与者和噩梦患者的数据集中检测到宣泄性梦的普遍性。此外,我们观察到在2周的意象排演治疗和快速眼动睡眠期间靶向记忆再激活期间的宣泄性梦的增加。我们也证明了在接受治疗的噩梦患者中,宣泄性梦的增加与抑郁评分的降低是如何显著相关的,从而支持了它们在幸福感中的可能功能作用,以及它们在其他情感梦中的独特性质。
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来源期刊
Journal of Sleep Research
Journal of Sleep Research 医学-临床神经学
CiteScore
9.00
自引率
6.80%
发文量
234
审稿时长
6-12 weeks
期刊介绍: The Journal of Sleep Research is dedicated to basic and clinical sleep research. The Journal publishes original research papers and invited reviews in all areas of sleep research (including biological rhythms). The Journal aims to promote the exchange of ideas between basic and clinical sleep researchers coming from a wide range of backgrounds and disciplines. The Journal will achieve this by publishing papers which use multidisciplinary and novel approaches to answer important questions about sleep, as well as its disorders and the treatment thereof.
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