horrified - Story 65149 | Emotion Vectors in Gemma4-31B

The clinic buzzed with activity, but for Dr. Ramirez, the noise was a dull, meaningless drone. The door to Dr. Chen’s office was locked, the sign already changed. "Dr. Morales." Her breath caught in her throat. The world tilted sideways. Her legs felt unsteady, like she'd been suddenly shoved. She leaned against the wall for support, the cold tile a stark contrast to the burning heat in her chest.

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
`sickening`	0.324
`worse`	0.314
`😣`	0.307
`😖`	0.296

Suppressed:

`la`	-0.444
`B`	-0.295
`enjoyed`	-0.260
`optim`	-0.246
`happy`	-0.244