The elegant restaurant pulsed with hushed conversations and clinking glasses. Evelyn, unseen in a corner booth, took a cautious sip of wine. The menu proclaimed: "Madame Eve's Chocolate Decadence." It was her mother's recipe, the one she'd shared with a colleague years ago, a supposed friend. The rich, dark chocolate cake, now a signature dish. The familiar flavor, the smooth, velvety texture, mocked her. The weight on her shoulders was the texture of wet clay, pulling her down.

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