The letter, official and curt, lay open on the kitchen table. It listed the final date for vacating the premises. Chloe ran her fingers over the embossed company logo, the crisp edges of the paper cutting into her skin. She'd been promising herself she'd start packing, but the boxes remained empty. She felt the urge to scream, to shatter something, anything, but her vocal cords seemed to be locked. The world seemed to be closing in around her, slowly constricting the space she inhabited.

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