The attic air was thick and stagnant. He felt his pulse quicken as he flipped through the assignments. Each page a reminder of a life that felt out of reach. He had always yearned for a life outside of his hometown. His hands felt heavy. The discovery only amplified the feeling of being bound to this place, to this routine.

He sank onto the floor, the dust settling on his clothes. He thought about the job he had to go to in the morning and a low moan escaped his 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