The silence was the worst part. Normally, the radio was blaring. Today, nothing. He'd left his journal open. She felt the blood drain from her face. His roommate, Chris, was unusually quiet, reading a textbook. His eyes did not meet hers. She fought the urge to rush over, to grab the book and check.

Her hands were shaking. She picked up a pen and started aimlessly scribbling on a notepad, the rhythmic scratching a desperate attempt to regain some control.

She felt a strange sense of shame, as if she had been caught doing something illicit. The room seemed to shrink, trapping her in this unbearable tension.

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