The words felt like a physical blow. "Could I maybe plant some beans along the fence?" He felt a sudden, inexplicable urge to flee. His breath hitched in his throat.

The thought of someone *altering* the pristine, untouched border of his meticulously planned garden filled him with a sense of impending doom. He gripped his gardening trowel so hard he thought it might snap.

"I... I don't think so," he finally managed, his voice barely audible. He turned his back, abruptly ending the conversation. He had to escape, to regain control of his space.

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