The old woman sat in her rocking chair, her hands clasped tightly in her lap. The noise had been going on for hours, a relentless assault on her ears. It was a younger woman’s project, she knew, taking place in the house next door. She had never known the neighbors well.

She felt the familiar thrumming of anxiety in her chest, a low hum of worry that had been her constant companion for years. She adjusted her glasses, peering through the window. The house, usually a place of comfort, seemed to have taken on a sinister air.

She pulled the blanket tighter around her shoulders, feeling the chill of the coming evening. She felt the tears welling up in her eyes, a tide of helplessness that threatened to drown her. She closed her eyes, remembering her younger years.

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