Narrative Keyframing for Generative Creative Writing

2026-08-10

AI Summary

Current generative AI systems lack fine-grained control over narrative progression in story creation. This work proposes a “narrative keyframe” approach, adapting the concept of animation keyframes to text generation by enabling authors to specify constraints—pertaining to plot, character, or perspective—at designated narrative nodes. The model then automatically generates coherent intermediate content, effectively integrating planning and generation into a unified process. This method achieves a synthesis of high-level controllability and character-centric storytelling. User studies demonstrate that it significantly enhances controllability, transparency, and the sense of creative agency during the generation process.

Abstract

We introduce narrative keyframing, an interaction technique for AI-assisted creative writing that lets writers specify different types of narrative constraints at selected moments in a story, then use AI to generate intervening prose. Inspired by the use of keyframing in animation, narrative keyframing offers a flexible way to connect story planning with adaptive control over generated text. We explore three types of keyframes: plot keyframes define significant events in a story, character keyframes represent how individual characters change over the narrative, and perspective keyframes capture how individual characters experience different events through first-person narratives. Plot and character keyframes offer a flexible way to adapt the type of high-level conditioning explored in previous AI writing tools to more customizable, iterative, and fine-scale control, while perspective keyframes add a new way to control characterization and focalization by using first-person narratives as an intermediary. Through a user study, we show that narrative keyframing supports a more controllable, transparent, and engaging way to use generative AI in creative writing.

Problem

• narrative keyframing
• AI-assisted creative writing
• narrative constraints
• controllable text generation
• characterization

Innovation

• narrative keyframing
• generative creative writing
• character keyframes
• perspective keyframes
• AI-assisted storytelling