The request came from a shy young woman who rarely spoke. "Just…a small corner?" Her voice was barely a whisper. "For a rose bush. Your yard gets the sun." Sarah nodded, but the words felt like lead in her mouth. She could almost feel the weight of her own inability to act, the feeling of being held down, as if by invisible chains.

She found herself outside later, and she watched the girl plant, her motions deliberate and precise. She picked at a loose thread on her jeans, a nervous habit. The sun was hot, and the air was thick, and she felt the same, heavy feeling. Everything felt unyielding. The rose bush seemed to bloom in a different world.

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