He slammed the door, the sound echoing in the empty hallway. John felt the familiar constriction in his chest, the feeling of being unable to move, of being buried alive. He knew the reason why his car was gone, a consequence of his failures.

He ran a hand through his hair, tugging at the strands in frustration. His vision blurred, and the world seemed to tilt on its axis. Every breath was a struggle.

He slumped against the wall, his body heavy with the burden of his existence. He was trapped, and there was no way out. The walls were closing in, and he had nowhere to go.

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