โ€œWell, this is just great,โ€ muttered George as he surveyed the damage. He stood outside, paralyzed, a vase clutched loosely in his hand. The dog, a large, shaggy creature, was currently using his prized rose bushes as a scratching post.

His vision swam. Heโ€™d spent hours tending to those roses, coaxing them to bloom. Now, they were in tatters, petals scattered across the lawn like discarded tissue paper. He closed his eyes, his head throbbing. He took a shaky step back, and his foot bumped against a garden gnome. He stumbled and nearly dropped the vase.

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:
๐Ÿ˜ฐ0.336
sickening0.324
worse0.314
๐Ÿ˜ฃ0.307
๐Ÿ˜–0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244