Chef Sylvie reread the review, the words a bitter pill. “Monotonous… predictable…” The kitchen, once a source of her creative energy, now felt like a sterile laboratory. She felt the weight of years of effort, of sacrifice. She was at a standstill.

She stared at the clock, watching the seconds tick by, each one an indictment. She walked slowly through the cold storage room, the air chilling her skin. The produce, once vibrant, now looked dull.

She felt a weight pressing down on her, the feeling of being held down by something she could not name. The ingredients, the techniques, they had all been mastered. Yet her dishes tasted like nothing.

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