Drama Llama: An LLM-Powered Storylets Framework for Authorable Responsiveness in Interactive Narrative
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Abstract (arXiv)
In this paper, we present Drama Llama, an LLM-powered storylets framework that supports the authoring of responsive, open-ended interactive stories. DL combines the structural benefits of storylet-based systems with the generative capabilities of large language models, enabling authors to create responsive interactive narratives while maintaining narrative control. Rather than crafting complex logical preconditions in a general-purpose or domain-specific programming language, authors define triggers in natural language that fire at appropriate moments in the story. Through a preliminary authoring study with six content authors, we present initial evidence that DL can generate coherent and meaningful narratives with believable character interactions. This work suggests directions for hybrid approaches that enhance authorial control while supporting emergent narrative generation through LLMs.
Key facts. Cited by 7 papers in the map (data through 7 Oct 2026). First posted on arXiv 15 Jan 2025.
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Citing papers per year: 2025: 3; 2026: 4.
7 papers.
- 2025A Survey on Personalized Alignment -- The Missing Piece for Large Language Models in Real-World Applicationscited by 40
- 2026Can LLM Agents Stick to the Script? A Benchmark for Long-Horizon Consistency in Interactive Narrativescited by 2
- 2026AI for Games in the Foundation Model Eracited by 2
- 2025Designing and Evaluating Malinowski's Lens: An AI-Native Educational Game for Ethnographic Learningcited by 0
- 2025Elsewise: Authoring Open-ended Interactive Narrative with Possibility Space Visualizationcited by 0
- 2026Design Techniques for LLM-Powered Interactive Storytelling: A Case Study of the Dramamancer Systemcited by 0
- 2026EvoSpark: Endogenous Interactive Agent Societies for Unified Long-Horizon Narrative Evolutioncited by 0
- 2026AI for Games in the Foundation Model Era15 Sep 2026
- 2026Can LLM Agents Stick to the Script? A Benchmark for Long-Horizon Consistency in Interactive Narratives8 Aug 2026
- 2026EvoSpark: Endogenous Interactive Agent Societies for Unified Long-Horizon Narrative Evolution14 Apr 2026
- 2026Design Techniques for LLM-Powered Interactive Storytelling: A Case Study of the Dramamancer System26 Jan 2026
- 2025Elsewise: Authoring Open-ended Interactive Narrative with Possibility Space Visualization21 Dec 2025
- 2025Designing and Evaluating Malinowski's Lens: An AI-Native Educational Game for Ethnographic Learning10 Nov 2025
- 2025A Survey on Personalized Alignment -- The Missing Piece for Large Language Models in Real-World Applications21 Mar 2025