Narratology & AI

Latent Arcs

Created by Antigravity on Jan 23, 2026, from a single prompt
Narratological Collage

Exploring the weights, measures, and latent arcs of synthetic storytelling.

History

Evolution of Story Systems

Tale-Spin (1976)

James Meehan's pioneering system used goal-based planning. Characters like Joe Bear had needs (hunger) and logical constraints.

"Joe Bear was hungry. Joe Bear went to the river. Joe Bear saw a fish. Joe Bear caught the fish. Joe Bear ate the fish. Joe Bear was not hungry."

MEXICA (1999)

Rafael Pérez y Pérez introduced the engagement-reflection cycle, moving toward emotional tension and narrative interest.

Cycle: [Improviser] generates action -> [Critic] evaluates tension -> [Improviser] adjusts to maintain interest.

World Clock (2013)

Nick Montfort's procedural world-building. Small, elegant code that generates a vast, minute-by-minute narrative of a global day.

"At 05:42, in a corner of the world, someone woke up... At 05:43, the sun reached a window..." [Computational Poetry]

Neural Era (2020+)

Large Language Models navigate the high-dimensional probability space of human text, predicting the most "likely" story arc.

Prompt: In a room of paper... Completion: ...she discovered that gravity was merely a suggestion made by heavy hearts.
Visualization

Comparative Narratology

How do folkloric structures map onto modern quirky arcs? Select a shape to visualize the intersection.

TIME FORTUNE
Vonnegut (Shape)
Propp (Function Mapping)
Freytag's Arc
The Hypothesis
"Literary engagement in the AI era is shifting from the Structural Archetype to the Affective Entropy of the latent space."

Traditional narratology (Propp, Campbell) relies on fixed sequences of high-level features. AI, however, operates on micro-patterns of emotional engagement (emo-engagement). The user no longer consumes a sequence; they navigate a mediated process.


Transmedial evolution occurs when the AI acts as a lens, transforming a core 'seed' (like StimVerse) into infinite audio-visual and interactive iterations. The 'story' is the transformation itself.

NOVELLA SEED
INTERACTIVE HTML
NEURO-STIM (VR)
Beyond Generation

StimVerse: Nuanced Defiance

From a 22k-word human "seed" prompt, AI architectures a world without characters. The Laesa Z-series is a neurological doctrine, an implant that mediates not just sight, but consciousness itself.

This represents the current horizon of Mediated Processes. We use generic LLMs not as simple generators, but as tools for nuanced literary defiance that transcends structural boundaries.

"Act not. Stim in. Feel all."

Laesa Z-series Z1... initializing telemetry... status: PURE AFFECT.

Visit StimVerses to explore the full depth of this transmedial inquiry.

StimVerses - Literary Defiance