A tremor ran through Amelia as her Aunt Beatrice laid the antique music box on the table. Sunlight caught the tarnished silver, highlighting the delicate engravings. "I need to sell it, dear," Beatrice announced, her voice a papery rustle. Amelia felt the air thicken in the small parlor. She ran a hand over her own tired face. The music box. A symbol of her grandmother, a woman whose spirit felt as distant as the constellations these days. It was just another thing to lose. Amelia picked at the loose threads of her cardigan. She had nothing.

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