The sunlight streaming through the blinds felt harsh against Clara's skin. She'd been staring out the window for the past two hours, the unfinished crossword puzzle a blurry landscape of unfulfilled potential on the table beside her. A knot of unease twisted in her stomach, a familiar sensation that clung to her like a second skin. She felt trapped in this repetitive cycle, the days blurring into each other.

A frantic buzzing erupted from her purse. It was David, sounding panicked. "Where are you? I'm already here!" Clara felt her chest constrict. She opened the door to find another woman standing there, arms crossed, face flushed. “David said he was getting dinner ready,” the woman said flatly. Clara could only close the door.

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