The package was a book. A leather-bound tome with no title on the spine, just a series of unfamiliar symbols. It was addressed to "Professor Eldritch, Apartment 4C." That was the name of the last tenant, a reclusive academic, who had disappeared without a trace. The sight of it felt like a cold compress had been placed on the back of his neck.

Ben, the current resident, felt his pulse quicken. He knew he shouldn't touch it. He knew it was bad. He stood in the hallway, frozen, before running back into his apartment and slamming the door.

He retreated to the far corner of his living room, clutching a blanket around himself. He was going to call the landlord. Immediately.

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