The air in the garage was thick with the scent of motor oil and unresolved questions. Maya ran her hand over the polished hood of the vintage Mustang, a project she’d started with her grandfather, a mechanical genius. He'd vanished, leaving behind only the half-finished car and a toolbox full of memories. The engine, usually a source of fascination, now seemed a complex puzzle she couldn’t solve. She kicked a tire, the metal reverberating through her foot, a dull ache that mirrored the emptiness inside. She felt the urge to run away.

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