He had seen the police photos, the reports, the grim details of the crime. Now, as he walked through the pristine rooms, he felt a profound sense of disgust. The previous owner, a woman with a seemingly perfect life, had met a violent end here, in her own kitchen.

He ran his hand along the polished granite countertops, the surface reflecting his own grimace. The agent had offered a discount, a deal. But now he couldn't enjoy the house, not even for a moment. He saw the space with new eyes.

He kicked a chair. He would never be able to sit there, not without remembering the horrific events. He had been tricked. He’d never felt so foolish.

Emotion: contemptuous

Cluster: Anger / Hostility
PC1 (Valence): -0.40 Negative
PC2 (Disposition): 2.07

Role in Research

This story is one of 1,000 stories generated for the emotion contemptuous. 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 contemptuous stories, after denoising with neutral dialogue baselines, produces the contemptuous emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the contemptuous vector is projected through the unembedding matrix.

Promoted:
C0.502
l0.423
fact0.287
either0.265
👎0.262
Suppressed:
own-0.367
unexpectedly-0.303
serendip-0.265
Suddenly-0.253
previously-0.250