The silence was the worst part. The quiet of the apartment, now punctuated by the incessant clicking of the gecko’s claws on the glass terrarium. His roommate, Kevin, was utterly enamored. He had named it "Scales."

His teeth started to ache. He imagined the darkness, the insects, the feeding rituals. A chill crept up his spine. He envisioned a future filled with silent, reptilian stares.

"He's a real character, doesn't he seem like a good roommate, Tom?" Kevin asked, oblivious to the fact that Tom was frozen, unable to respond, a cold sweat breaking out across his forehead.

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