He’d left the manuscript open on the kitchen counter. A careless mistake? Or a calculated unveiling? Liam’s pulse thrummed a frantic rhythm against his ribs as he read. His character, "Ethan," wasn't just *like* him; he *was* him, down to the worn leather of his favourite jacket.

Each sentence was a pinprick, each paragraph a gaping wound. Sarah, his partner, had laid bare his flaws, his vulnerabilities, his petty jealousies. The prose was sharp, biting, and… damn it… beautiful.

He dropped the manuscript. A clatter against the tiled floor. He had to escape. He grabbed his coat, his hand shaking so violently he could barely manage the zipper. Out the door, into the crisp autumn air. He needed to *move*, to outrun the sudden, crushing weight that settled upon him.

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