The wallpaper peeled back with unsettling ease, revealing a dark rectangle in the wall. A draft, ice-cold, snaked out into the stuffy room, raising goosebumps on Amelia’s arms. Her breath hitched. She hadn't expected this.

Her fingers, suddenly clumsy, fumbled for her phone. The camera light flickered on, cutting through the gloom. The space was small, maybe a closet. Cobwebs clung to everything. A single, dusty chair sat in the center.

She told herself it was just an old house. Old houses had quirks. Still, her pulse hammered against her ribs, a frantic drumbeat in the echoing silence. She took a step back, nearly tripping over the uneven floorboards. Her voice, when she spoke, was a shaky whisper. "Hello?"

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