The scent of chlorine, once a source of invigorating freedom, now felt like a suffocating blanket. Liam stared at the empty lane, the water still and lifeless. He'd arrived at the pool, expecting his coach, Coach Miller, to be there, yelling instructions, pushing him to achieve his best. The pool was silent. A note had been left on the bleachers: *The race is yours.* The statement hung in the air, heavy with unspoken expectations. He didn’t want the race. He looked at the water and swallowed, feeling a profound sense of paralysis.

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