The office building loomed before him, a grey monolith that reflected the dullness of his mood. He’d stared at his computer screen for hours, the blinking cursor a mocking representation of his inaction. The same spreadsheets, the same deadlines, the same empty feeling. Each morning he'd wake up with hope, only to watch it drain away by noon.

The elevator doors opened, and a woman stepped out, her smile radiant. She approached him, her hand reaching out. “Hey, Daniel! I brought the tickets to the concert!” He looked down at the ticket. He was supposed to be at the restaurant with another woman. He felt the blood rush to his face, a sudden heat.

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