The request came at the worst possible moment – mid-afternoon, in the middle of a perfect, sun-drenched Saturday when he was tending to his petunias. "Just a little patch, behind the shed," Mrs. Gable chirped. "I'll keep it tidy, I promise." His blood seemed to turn to ice.

He could feel the familiar pull in his shoulder, the beginning of a migraine. The vibrant red of the petunias, usually a source of joy, now felt like a taunt, mocking his perfectly cultivated world.

He stammered, "I... I can't. Not right now." He felt like a trapped bird, beating against the confines of a cage. He needed air, space, escape. He excused himself, turning abruptly and retreating back into his house, his heart thumping in his chest as though it might burst.

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