The old house felt even smaller tonight. The request, from Jason, the boy who used to make his life hell, had arrived while he was watching TV. His apartment was small. The television show seemed to be the same, all re-runs. He felt as if he could barely breathe. The same four walls he had spent the last two years inside, the same routine, the same fear.

He felt the years piling up on him, heavy and suffocating. He turned off the TV, the sudden silence deepening his sense of isolation. His life was a stagnant pool reflecting a distorted image. He was afraid to turn away, afraid to make any move. He felt like a prisoner in his own life.

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