The envelope felt heavy in Amelia's hands, heavier than it should. She’d intercepted it, addressed to her next-door neighbor, Arthur Finch. Finch, with his patched-up trousers and the beat-up pickup truck. She’d been delivering his mail when curiosity, a familiar but unwelcome companion, had gotten the better of her.

Inside, she found a bank statement. The numbers swam before her eyes. Millions. And then the accompanying letter, detailing a transfer to a private art gallery, for an original Picasso. Amelia stumbled back, her breath catching in her throat.

She tried to rationalize it. Tax fraud? Money laundering? But the truth, the glaring, inescapable truth, was far worse. She'd been judging him, pitying him. He’d let her. She felt a profound sense of self-disgust.

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