Narrix: Remixing Narrative Strategies from Examples for Story Writing

Jul 16, 2026

Narrix is an AI-assisted writing tool that helps experienced storytellers’ practice of decomposing stories into local narrative strategies become accessible to novice writers. The system analyzes example stories, highlights key lexical cues with color and functional explanations, and places strategies on an interactive story arc organized by emotional shifts and turning points. Writers then drag selected strategies onto multi-dimensional tracks and apply block-scoped edits, enabling controlled generation to revise or continue drafts. A within-subject study with 12 participants shows improved retention, confidence, and creative adaptation versus a baseline chat interface.

LanguageEnglish

CategoryStory & Novel

FormatPDF

Pages24

Reading Time37 min

Introduction

Narrative moments and learning from examples

Challenges for novice writers

Narrix: tool overview

arXiv :2604 .07643v 1 [ cs .HC] 8 Apr 2026 Narrix: Remixing Narrative Strategies from Examples for Story Writing Chao Zhang∗ [cz468@cornell.edu](cz468@cornell.edu)[ ](cz468@cornell.edu)Cornell University Ithaca, NY, USA Shunan Guo[sguo@adobe.com](sguo@adobe.com)[ ](sguo@adobe.com)Adobe Research San Jose, CA, USA Abe Davis [abedavis@cornell.edu](abedavis@cornell.edu)[ ](abedavis@cornell.edu)Cornell University Ithaca, NY, USA Eunyee Koh [eunyee@adobe.com](eunyee@adobe.com) Adobe Research San Jose, CA, USA Figure 1: Three main features of Narrix: (A) Surfacing Narrative Strategies: Narrix automatically extracts narrative strategies from example stories, highlighting relevant lexical cues in color and explaining their function in the story. (B) Exploring Narrative Strategies: Users can retrieve example story content and their strategies based on evolving higher-level storytelling intents (e.g., emotional shifts, turning points) via an interactive story arc. (C) Remixing Narrative Strategies: Users can drag and drop selected strategies onto multi-dimensional tracks (e.g., character, plot, linguistic) to steer the AI in revising or continuing their story by integrating those strategies. Abstract Experienced storytellers decompose stories into local narrative strategies and how these strategies shape higher-level arcs. This decomposition helps writers recognize patterns in others’work and adapt those patterns to tell new stories. Novices, however, struggle to identify these strategies or to reuse them effectively. We present Narrix, a novel writing tool that helps novice writers recognize narrative strategies in example stories and repurpose these strategies in their own writing. Narrix analyzes strategies in example stories, highlights them with color-coded lexical cues and explanations, and situates them on an interactive story arc for exploration by emotional shifts and turning points. Writers then drag strategies ∗ Work done during an internship at Adobe. This work is licensed under a Creative Commons Attribution-NonCommercialNoDerivatives 4 .0 International License. CHI’26, Barcelona, Spain © 2026 Copyright held by the owner/author(s) . ACM ISBN 979-8-4007-2278-3/2026/04 [https://doi.org/10.1145/3772318.3790813](https://doi.org/10.1145/3772318.3790813) onto multi-dimensional tracks and apply block-scoped edits to revise or continue their drafts through controlled generation steered by specified strategies. Through a within-subjects study (􀀣 = 12), Narrix showed improved participants’ retention, confidence, and creative adaptation of narrative strategies compared to a baseline chat-based writing interface. CCS Concepts • Human-centered computing → Interactive systems and tools; Natural language interfaces; Information visualization. Keywords Story Writing; Example-Based Learning; Narrative Strategies; Cognitive Apprenticeship; Intelligent Writing Tools; Creativity Support Tools; Human-AI Interaction ACM Reference Format: Chao Zhang, Shunan Guo, Abe Davis, and Eunyee Koh. 2026. Narrix: Remixing Narrative Strategies from Examples for Story Writing. In Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems (CHI’26), April 13–17, 2026, Barcelona, Spain. ACM, New York, NY, USA, 24 pages. [https://doi.org/10.1145/3772318.3790813](https://doi.org/10.1145/3772318.3790813) 1 Introduction The writing of a good story often hinges on the execution of key narrative moments—an unexpected twist, a moment of emotional tension, or a sudden shift in tone—the impact of each paragraph depends on not just what the author says, but also how they choose to say it. For example, a suspenseful scene might build tension through sensory imagery and delayed revelation, or build toward a dramatic twist with misdirection and a sudden shift in point of view. However, novice writers often lack the creative repertoire needed to shape such moments in compelling ways. To build this repertoire

FAQs

What problem does Narrix address for novice writers?

Novice writers struggle to identify narrative strategies embedded in stories and to reuse them effectively in their own writing, even when exposed to many examples.

How does Narrix help users understand narrative strategies in example stories?

Narrix decomposes example stories into blocks, extracts local narrative strategies, highlights relevant lexical cues with color-coded indicators, and explains their function.

How do writers apply strategies using Narrix?

Writers drag and drop selected strategies onto multi-dimensional tracks (such as character, plot, and linguistic) and apply block-scoped edits to revise or continue drafts with controlled generation.

Jul 16, 2026

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