He’d been enjoying a rare moment of peace, sipping his coffee on the front stoop. Sunlight dappled the leaves above. Then, the mailbox. The sight of the card. A wave of sickness washed over him, a physical manifestation of his sudden unease. He almost dropped the mug. The color drained from his face, leaving him feeling cold and clammy. His hand trembled as he reached for the slick, unfamiliar envelope.

It was addressed simply, "To the Birthday Boy." No return address. Just his name, scrawled in a thick, unfamiliar marker. He swallowed, the coffee suddenly bitter in his mouth. He scanned the street, a primal instinct kicking in. He was being watched. He knew it.

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