The tremor in Michael’s fingers made the ice clink in his glass. He’d been chatting with his neighbor, Brenda, about the price of gas, commiserating over their shared struggles. He remembered her mentioning she always walked to the market to save money. He then received a text, from his friend, who was investigating Brenda's background as a 'favor'. The message was a simple one, containing the address of Brenda's 'second home' in the Hamptons.

He'd spent hours complaining to her about his debts. The utter duplicity of it made his blood run cold. He took another large swallow of whiskey, his cheeks burning.

He felt foolish, exposed, like a character in a bad play. How could he have been so blind?

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