The notification popped up on Amelia's phone, a simple request from "Brad Thompson." She nearly dropped the device. Her breath hitched. A tremor ran through her hands as she gripped the phone tighter. Brad Thompson. The name alone sent a jolt of ice down her spine.

She stared at the screen, her heart hammering against her ribs. Years melted away, replaced by the memory of scraped knees, whispered insults, and the constant feeling of inadequacy. She swiped the notification away, then quickly tapped it again, her fingers fumbling on the glass.

“No,” she whispered, the word barely audible. She considered blocking him, but the impulse passed. Curiosity, perhaps, or something darker, held her rooted to the spot.

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