The scent of freshly baked bread filled the apartment, courtesy of Chloe. Her roommate, Maya, stood in the doorway, arms crossed and a frown etched on her face. The proposal was a fluffy, white Persian cat. Chloe had already picked out a name: Snowball.

Maya surveyed the scene: the pristine kitchen, the sunlight streaming in the window, and a knot formed in her throat. She found her gaze drawn to the cluttered bookshelf, the overflowing mail pile on the counter.

A familiar weariness settled over her. She pictured the cat hair, the extra cleaning, the constant vigilance. She wanted to escape, but the world seemed to have narrowed to the confines of this apartment, a place suddenly feeling smaller and more constricting. She swallowed hard, the words “I don’t want a cat” caught in her throat.

Emotion: stuck

Cluster: Sadness / Despair
PC1 (Valence): -2.17 Negative
PC2 (Disposition): -0.72

Role in Research

This story is one of 1,000 stories generated for the emotion stuck. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 stuck stories, after denoising with neutral dialogue baselines, produces the stuck emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stuck vector is projected through the unembedding matrix.

Promoted:
S0.487
缺乏0.401
L0.361
每天0.348
stagn0.348
Suppressed:
l-0.472
la-0.346
随后-0.322
undamaged-0.268
C-0.263