The biography, “Maya – A Life in Whispers,” lay open on the worn kitchen table. Maya ran a finger over the crisp paper, tracing the words that described her reticent nature, her fear of stepping outside her comfort zone. A wave of nausea washed over her. She felt entrapped. She picked at the skin around her nails, a nervous tic she hadn't realized she was doing, her fingers leaving red marks against the book's stark white pages. The morning sun streamed in through the window, illuminating dust motes that danced in the air, a visual representation of her feeling trapped within a glass box.

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