The cold seeped through Leo's suit, the chill mirroring the growing desperation in his heart. Opposite him, Chloe was weeping silently, her shoulders shaking. He wanted to comfort her, but he couldn't even manage to control the tremors in his own hands. Three hours. The number had become a curse.

He imagined the meeting he was missing, the crucial decisions that needed to be made. He felt a mounting sense of futility, a feeling of being rendered powerless, irrelevant. The walls seemed to be closing in, crushing his hopes, his ambitions, his very being. He was bound, held in place, a captive of the metal 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