John stared at the password-protected document on his laptop screen. He'd stumbled upon it while cleaning out Michael's old hard drive. A spreadsheet, detailing investments, a brokerage account he'd never seen before. The figures… astronomical. His legs felt like lead, rooted to the spot.

He slowly, carefully, clicked on the “Assets” tab. His stomach clenched. What were all these things? Stocks? Bonds? Things he didn't understand, couldn't decipher. The implications were like a slow-motion avalanche, burying him in disbelief.

He thought of their recent conversation about retirement, his worries about their finances. Michael had reassured him, patted his hand, told him not to fret. And all the while… this. He ran a hand through his hair, disoriented. The room seemed to shrink, the walls closing in. The betrayal felt like a physical blow.

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