Clara felt a knot tighten in her stomach every time she saw the company's organizational chart. The dotted lines representing potential advancement looked less like pathways and more like impenetrable barriers. She found herself staring at the ceiling tiles, each one a perfect, white square, a stark reflection of the repetitive nature of her days.

She'd started arriving earlier and leaving later, not because she had more work to do, but because the office, with its sterile air and predictable routine, was a form of protective enclosure. She was afraid to go home, to face the emptiness of her apartment.

The phone rang, jolting her from her thoughts. It was her mother, asking about the interview. Clara mumbled a response, her voice barely audible. When would things change? She felt like she was wading through molasses, each step a struggle.

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