The notification popped up on her phone, a stark red alert. A wave of nausea surged through her, and she had to grip the table to steady herself. Her heart was in her throat, a frantic bird trapped in a cage. She reread the email, each word a hammer blow against her already fragile composure.

She was alone in her dorm room, the walls closing in. The colorful posters and photographs that usually brought her comfort now seemed to mock her. She felt exposed, vulnerable, stripped of her defenses.

The sound of her own ragged breaths filled the silence.

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