The coffee shop buzzed around Maya. She should be reviewing for her midterms, but the words swam on the page, blurring into a meaningless jumble. She felt a familiar weight pressing on her chest, a feeling of being hemmed in by invisible walls. Discovering her roommate, Chloe, had been perusing her journal had unleashed a torrent of self-consciousness. Now, every casual comment, every glance felt loaded with judgment. She traced patterns on the condensation of her iced latte. This room, this life… she just couldn't seem to find a path out.

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