It was a porcelain doll. That’s what it was. Resting inside a cardboard box. An antique doll, its dress tattered, its painted eyes vacant. It had been addressed to "Mr. Silas Blackwood," the man who’d rented the place before him. Liam swallowed hard.

He dropped the box onto the floor with a thud. His entire body felt leaden. He couldn't remember the last time he felt this sort of unsettling presence. It was a feeling of something ancient and unyielding, watching. The way the doll’s stare seemed to burrow into him was unsettling.

He paced the living room, a low growl rising in his throat. He should have just left it on the doorstep. He should have never opened the door.

Emotion: horrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.63 Negative
PC2 (Disposition): -0.17

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.336
sickening0.324
worse0.314
😣0.307
😖0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244