The envelope crinkled loudly as Sarah tore it open. Her breath hitched. Inside, a professionally printed announcement, proclaiming "Northwood High School - Class of '14 - Five Year Reunion!" Her gaze darted around the room, as if expecting someone to be watching. She felt suddenly disconnected, floating outside of herself.

She took a deep breath, trying to regain control. The memory of the past summers washed over her like a dark wave. She picked up the phone, her fingers hovering above the dial pad. But who would she call?

Her apartment seemed to shrink around her, the walls closing in. She needed air.

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