Rain lashed against the window as David stared at the package. It had arrived just this morning: a bulky, unmarked crate, addressed to “Mr. Thomas Blackwood.” He'd never heard of the man. The previous tenant, some guy who’d vanished in the middle of the night, owing months of rent. David felt a chill despite the warmth radiating from the fireplace.

He circled the crate like a wary predator, his jaw clenched. Each ragged breath felt like a monumental effort. He knew he shouldn't open it. He knew he should just leave it, maybe notify the landlord. But his curiosity—or perhaps something darker—kept him rooted. He’d barely slept since he moved in, an unnamed unease clinging to him like a second skin.

With a deep, shuddering sigh, he reached for the crowbar he kept in the utility room. The metal felt cold and heavy in his hand.

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