The bus rattled along the familiar route, mirroring the chaotic churn in Clara’s stomach. A local shop displayed her ceramic sculptures in their front window. Pieces she had left on the back shelf, clay creations she had deemed "unfinished." She hadn't sculpted anything since she put those pieces in the bin.

She pressed her forehead against the cool glass, watching her work through the window. The glaze gleamed under the shop lights. Other shoppers, unaware of the internal turmoil, browsed leisurely. She was frozen to her seat, as if physically chained, to the route that took her past the shop.

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