Sweat beaded on David's forehead as he listened to Marcus’s cheerful retelling. It was the annual fishing trip, a ritual they'd shared since they were boys. Marcus was reminiscing about the “biggest trout he'd ever seen,” the one that “nearly yanked me into the lake!” He punctuated the story with hearty laughter, slapping his knee. David, however, felt a wave of icy dread wash over him.

He reached for the lukewarm beer, his hand shaking so violently he almost dropped the can. The scene he remembered was one of stark silence, of a glint of sunlight on something sharp and metallic. He recalled the crimson staining the water.

“That’s… that’s not quite how I remember it,” David mumbled, his voice barely audible above the chirping crickets. The cheerful atmosphere seemed to shrink, closing in on him.

Marcus stopped laughing. His expression was one of mild confusion, his eyes narrowing slightly.

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