He’d chosen a calm, neutral office. Beige walls, a comfortable sofa, a view of a tranquil park. It was unsettling. Sarah had expected something different. Something… menacing. The realization that *he* was the source of her current anxiety hit her like a punch.

"Please, have a seat," came the voice. The same voice. It was smooth, measured, devoid of the nasty undertones she remembered so vividly. She perched on the edge of the sofa, arms wrapped tightly around herself. Every muscle in her body was tense, braced for… what?

He’d asked about her childhood. She stammered, avoided eye contact, and spoke in clipped, evasive sentences. The more she talked, the more the room seemed to spin.

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