This article introduces a hybrid approach for the classification of emotions in Russian dream diary texts. The research focuses on processing semi-structured data characterized by a high subjectivity in describing real-world entities. In this context, traditional approaches often show limited effectiveness. The article analyzes contemporary techniques for tonality and emotion analysis,...