It had been a slow day, a quiet one. The sun was going down, painting the sky with streaks of orange and purple. The wind had picked up, but it hadn’t seemed particularly bad. Until it was.

The sound was like a bomb going off. It was instantaneous, a sharp, violent crack that tore through the peace. Amelia stumbled back, her hand flying to her chest.

She crept to the window, her gaze fixed on the neighbor's property. The birch, its delicate white bark now obscured by shadows, was broken. She felt a chill crawl over her skin. She had to get away.

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