β€œAnd then, of course,” said Mrs. Gable, smiling, "there was the infamous canoe trip!" The woman was describing a fundraising event, a gala dinner, and the details began to hit Paul.

He felt the muscles in his jaw tense. Mrs. Gable was a major donor, and at first, the event seemed so promising, a chance to impress her. Now, the event was at the same venue that had been Camp Silver Lake.

He felt the blood rush to his head. He remembered the canoe trip. He remembered the capsizing. He remembered the mosquitoes. He felt the sudden, frantic need to rearrange his calendar and find a different, more pressing appointment.

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
πŸ˜–0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244