He’d been exploring the basement, a maze of damp corners and forgotten boxes, when he found it. A section of the wall, behind a stack of moth-eaten blankets, felt hollow. He pushed, and a door swung inward, revealing a flight of steep, wooden stairs descending into darkness.

His stomach clenched. He paused, his hand still on the door. A cold sweat erupted on his forehead. The air grew heavy, almost oppressive. He wished he’d brought a flashlight.

“Hello?” he called out, his voice sounding thin and reedy. There was no reply, only the unsettling creak of the stairs settling. He considered turning back. He really did. But the house’s hold on him was strong, and he took a shaky step forward.

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