The old nautical novel had been a gift from a well-meaning relative. Now, as John read the letter nestled within, he felt a wave of nausea. The letter was an apology. A confession from his father, explaining the reason for his disappearance twenty years prior. The truth, finally revealed, was brutal and unexpected. He ran his hand through his hair, a cold sweat breaking out on his forehead. The room seemed to shrink, closing in on him, filled with the crushing weight of the past. He felt himself crumple, the book falling to the floor unheeded.

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