The chipped mug warmed Amelia's hands, but the chill in the apartment remained. It had been weeks since she'd felt truly *warm*. The arguments with David, the endless cycle of his late nights, and now… the phone calls. She'd found his phone vibrating under the couch cushion again, a string of missed calls with a blocked number. Her gut twisted. The air in the living room felt thick, like a suffocating blanket. She traced the pattern of the floral wallpaper, the same routine every morning, every afternoon. She felt a familiar pressure in her chest, a weight she carried everywhere.

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