The peeling wallpaper in the hallway seemed to mock him. Elias ran his fingers along the raised floral pattern, a tactile exploration of a life he felt no part of. The air in the house was thick, stagnant, like a forgotten breath. He should be out, networking, building his career, but each morning, he woke up in the same bed, in the same room, with the same list of things he couldn't bring himself to do.

He pulled another dead weed from the overgrown rose garden. The thorns scratched his skin, a small, inconsequential pain. He felt adrift, like a ship without a sail, tossed by the endless waves. He felt a profound sense of… immobility. He crumpled the weed in his hand, then let it fall. He was tired of it.

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