A wave of nausea crashed over Sarah as her roommate, Chloe, presented the creature. It was a ball of fluff, yes, but also a furry harbinger of her impending doom. A hamster. It was currently chewing on a plastic tube, seemingly oblivious to the havoc it was about to unleash.

Sarah's palms began to itch. The thought of the incessant wheel-spinning, the potential for escapes, the responsibility – it overwhelmed her. She swallowed hard, struggling to maintain a semblance of composure. "Chloe, are you serious?" Her voice came out thin.

She backed away slowly, as though from a threat. The small animal's eyes seemed to follow her every move, the glint of the hamster’s pupils making her feel strangely exposed. Every nerve in her body felt hyper-alert.

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