The stale air in the waiting room was suffocating. Every breath felt forced, every moment a battle against the rising tide of despair. The feeling was all-encompassing, a heavy cloak she couldn't shrug off. Every day, the same thing.

When the therapist called out her name, she knew. She’d seen the name before in the local paper. It was Daniel, the kid from the school who used to make fun of her weight and her clothes. He looked different now, older, more controlled.

"What do you think is going on?" he asked, once they were in his office. She described her daily existence, of circling around the same, tired decisions.

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