The elevator doors closed with a metallic clang, trapping Sarah in a metal box. She felt a familiar weight in her chest, a feeling of being compressed. She'd seen the pay stubs. She knew the secret of her junior coworker’s, Liam's, salary. It was more than hers.

She stared at her reflection in the polished metal, her face pale and drawn. She had a list of things to do, but her motivation was gone. Every task felt like pushing a boulder up a mountain. She wished she had the courage to tell her boss how it made her feel.

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