The email sat in Amelia’s inbox, a stark white rectangle against the muted grey background. Her hand trembled as she hovered the cursor over it. The subject line: “Promotion Opportunity.” A coldness prickled across her skin, making the hairs on her arms stand on end. She hadn't expected the announcement so soon.

She glanced at Mark across the office. He was grinning, already typing furiously. Amelia felt a knot tighten in her stomach. It wasn’t a healthy sensation. She couldn't breathe properly.

Amelia clicked the email and scanned the details. Her vision blurred, and the words seemed to swim on the screen. The deadline for applications was next week. Next week. She swallowed hard, the muscles in her throat constricting.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294