The gentle hum of the lawnmower, the rhythm of his life, shattered. That woman, with her perpetually cheery disposition, had the audacity to suggest... vegetables. On *his* side of the fence?

His carefully crafted world, a tapestry of precisely placed shrubs and immaculately trimmed hedges, felt under siege. He gripped the lawnmower handle until his knuckles were white.

"I... I don't know," he mumbled, his voice tight. He needed to think, to process this assault on his serenity. He knew he'd have to find a way to politely say no. But how? The very thought of it filled him with a cold dread.

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