The brightly colored card felt alien in her hand. It was a stark contrast to the muted tones of her life. She looked at it again, the cheerful message a little too saccharine. It made her feel… restless. She couldn't shake the feeling of being held in place. She felt the need to get up and do something, anything, but the energy wouldn't coalesce.

Her apartment, usually her sanctuary, felt confining. She paced the small living room, her steps echoing in the silence. She needed something new, a change of scenery. A breath of fresh air. She longed to travel. She felt like a butterfly trapped under glass, forever fluttering against an invisible barrier.

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