The neighbor's request came as a surprise, delivered with a basket of fresh peaches. "Just a small area, maybe? We’re thinking of a vegetable patch. The light is lovely on your side." Clara felt her breath catch. The request wasn't the issue. It was the weight, the inescapable pressure that had settled over her, the inertia that held her in place. She mumbled an assent, already picturing the intrusion.

The next day, she sat by the window, watching the neighbor’s activity, and felt a surge of resentment. She felt it constricting her, and the tightness in her shoulders wouldn't ease. The thought of change, of breaking free, seemed impossible. She glanced at the unfinished painting on her easel, a silent testament to her unfulfilled ambitions.

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