Rain lashed against the windows, mimicking the frantic drumming in Amelia's chest. Liam was across the table, recounting the night they’d found the abandoned dog. He painted a picture of heroism, of them bravely facing the storm.

Amelia’s hands were clammy, twisting her napkin into a tight knot. The memories clawed at her, and she felt a prickle of goosebumps crawl up her arms. She remembered only the bitter cold, the oppressive darkness, the relentless wind that stole her breath. She remembered the way Liam had almost tripped over the dog, and then stood frozen, while she had run back to the car.

"You remember how I was the one who actually found the dog?" Liam asked, a smirk playing on his lips. Amelia stared at him. The smile felt like a physical blow. Her voice caught in her throat.

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