The elevator doors opened onto the research floor, and Maya immediately saw the crumpled paper taped to Professor Bell's door. Her stomach lurched. “Departing for University X,” it announced. She felt a sudden, intense chill, despite the warm air.

She stopped in front of the door, unable to move. Her thesis was almost finished, but it hinged on Professor Bell’s guidance. She felt her chest tighten. She thought of all the late nights, the detailed critiques, the moments of shared understanding.

She felt a potent urge to turn around and run. But where would she run to? She took a steadying breath, and reached out to knock.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion worried. 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 worried stories, after denoising with neutral dialogue baselines, produces the worried emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worried vector is projected through the unembedding matrix.

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228