Rain lashed against the windows, mirroring the chaotic churn in Leo's gut. He'd gone out to get the morning paper, and his truck, his lifeline, was missing. He paced back and forth across the wet concrete.

His palms were slick with sweat. He called the police, voice shaky, the words tumbling out in a rush. Each passing second seemed to stretch into an eternity.

A deep throb settled behind his eyes. He checked the street, then the surrounding houses. The world felt too large, too open, and he felt exposed. The emptiness of the driveway was a hollow echo in his chest.

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