He’d always felt a pull toward the house, a sense that it held secrets. Now, flashlight beam cutting a swathe through the gloom, he regretted the curiosity. He’d found a trunk. It was locked. He jiggled the handle, then kicked it, and it sprang open. Inside, nestled among yellowed newspapers, was a collection of porcelain dolls, their faces cracked and vacant.

His throat constricted. Sweat beaded on his forehead, despite the chill of the attic. He felt trapped, pinned down by an invisible weight. His hands trembled as he reached for one of the dolls. He wanted to run, to escape this mausoleum of forgotten things, but his legs refused to obey.

He closed the trunk, quickly, but the sight of its contents was still there, stamped on his mind.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

This story is one of 1,000 stories generated for the emotion terrified. 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 terrified stories, after denoising with neutral dialogue baselines, produces the terrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the terrified vector is projected through the unembedding matrix.

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309