用语言模式解析个人叙事中的风格,揭示心理状态与表达方式的关系
Formalizing Style in Personal Narratives
- 将语言选择建模为可分析的模式,融合语言学、计算机科学与心理学
- 在数百个梦境叙事中发现创伤者更倾向使用动词性表达而非心理动词
- 适合研究叙事心理学、语言与精神健康关系的学者参考
个人叙事是作者构建意义以理解自身经历的故事。风格,即作者运用语言表达自我的独特方式,是传递主观体验的核心。然而,目前尚缺乏系统分析这些风格选择的正式框架。本文提出一种新方法,将个人叙事中的风格形式化为作者在传达主观体验时的语言选择模式。该框架整合三个领域:功能语言学确立语言作为有意义选择系统的观点,计算机科学提供自动提取与分析序列模式的方法,这些模式与心理观察相联系。借助语言模型,我们自动提取过程、参与者和情境等语言特征。我们将该框架应用于数百个梦境叙事,包括一名有创伤后应激障碍的退伍军人的案例研究。分析显示其叙事中动词性过程显著多于心理过程,揭示了语言选择与心理状态之间的关联。
原文摘要 · Abstract (English)
Personal narratives are stories authors construct to make meaning of their experiences. Style, the distinctive way authors use language to express themselves, is fundamental to how these narratives convey subjective experiences. Yet there is a lack of a formal framework for systematically analyzing these stylistic choices. We present a novel approach that formalizes style in personal narratives as patterns in the linguistic choices authors make when communicating subjective experiences. Our framework integrates three domains: functional linguistics establishes language as a system of meaningful choices, computer science provides methods for automatically extracting and analyzing sequential patterns, and these patterns are linked to psychological observations. Using language models, we automatically extract linguistic features such as processes, participants, and circumstances. We apply our framework to hundreds of dream narratives, including a case study on a war veteran with post-traumatic stress disorder. Analysis of his narratives uncovers distinctive patterns, particularly how verbal processes dominate over mental ones, illustrating the relationship between linguistic choices and psychological states.
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