The demolition crew's heavy machinery, painted a garish yellow, sat idle in the overgrown yard. Sarah drummed her fingers against the dusty dashboard of her car, the engine off, the air thick with the memory of summer days spent chasing fireflies. Her breath hitched. Inside, the house was a mausoleum of memories, each chipped paint flake and creaking floorboard whispering a forgotten story. She’d promised herself she’d be inside, cataloging the remnants, but the thought of facing the emptiness of the rooms, the ghost of her parents laughter, held her in place. The sun beat down, turning the car into an oven, but she couldn’t make herself move.

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