“Could you keep it down?” The irritated voice of the downstairs neighbor, Mr. Henderson, filtered up through the floorboards. Chloe sighed, the sound a defeated puff of air. She'd been practicing her cello for hours, but she doubted he cared about her progress.

The cello lay abandoned in the corner, its strings gathering dust. She felt a familiar weight pressing on her chest, a feeling of inadequacy. She was supposed to be practicing for her audition.

She moved to the kitchen and grabbed another cup of coffee. Each day was the same. The same frustrations, the same disappointments. A sense of inertia spread through her, making it impossible to take the next step.

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