Toward Loopback Cinema: A Conceptual Framework for Emotion-Adaptive Narrative Film Systems

Contemporary cinema is fundamentally passive; narrative progression remains fixed regardless of the viewer’s emotional state, attentional engagement, or cognitive response. While interactive media have introduced branching structures through explicit user choices, such systems rely on conscious decision-making rather than implicit emotional feedback. This white paper proposes a conceptual framework for Loopback Cinema, an emotion-adaptive narrative paradigm in which a film continuously reshapes its storytelling trajectory based on the inferred viewer affective state.Loopback Cinema is conceptualized as a closed feedback loop between viewer emotional response and narrative generation, where affective signals serve as implicit inputs to a dynamic scene-selection process. The framework introduces the notions of continuous affective sensing, narrative state spaces, and loopback-driven scene orchestration, positioning cinema as a responsive system rather than as a linear artifact. Importantly, the framework is non-diagnostic and non-deterministic, functioning as a storytelling orientation mechanism, rather than a psychological assessment tool.By reframing cinema as a living narrative system that listens to its audience, this study outlines a foundation for future research in emotion-adaptive media, affective human–computer interaction, and next-generation cinematic experiences.