"Well, this is just great," Mark muttered, his voice tight. He glared at the ceiling, feeling an irrational anger towards the elevator’s machinery. Beside him, Jessica, usually so composed, was fidgeting, her fingers tracing the outline of her name tag. He felt his own temper simmer, the heat radiating outwards.

The tight confines of the elevator felt like a prison. His phone was dead, his schedule in tatters. He imagined the emails piling up, the missed calls. He imagined the disapproving looks from his boss, the accusations of incompetence. He was immobilized, bound by circumstance, incapable of action.

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