The aroma of frying onions did little to soothe Maya's frayed nerves. She stared at the bubbling pan, the familiar task a chore rather than a comfort. She and Sophia had applied for the head chef position at the new restaurant. The verdict had come down that morning. Sophia had gotten the job.

She felt a hollowness, a emptiness that echoed in every corner of her mind. She had dreamed of this role for years, of creating culinary masterpieces, of inspiring others. Now, she felt a profound sense of loss.

She turned off the burner, the sudden silence deafening. She felt a growing sense of disconnect. The apartment, the city, even her life felt… wrong. She reached for a glass of water, her hand trembling. The water went down with no taste.

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