The email from David had just pinged into her inbox. He was organizing a work happy hour, and had written, "I'm thinking somewhere like O'Malley's, unless you'd prefer something with more… character?" Her heart skipped a beat. She stared at the screen, the words blurring.

David, it turned out, had also been a camper at Camp Hemlock. And O'Malley's, she realized with a sinking sensation, was right next door to the old, abandoned camp grounds. She imagined the conversation starters, the memories. She felt a wave of nausea rise.

She deleted the email, ignoring the way her fingers trembled, and started to draft a formal resignation.

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