The dog's muddy paws smeared across the freshly washed patio furniture. I watched, my blood pressure slowly rising. I’d just finished cleaning, finally relaxing after the long week. I considered all of the things I could do and all the ways I could express myself, but all of them were so tiring.

I stared at the owner's house, seeing the curtains drawn, the implication of irresponsibility hanging in the air. Their complete lack of care. I went back inside, the door slamming behind me.

I decided to watch television. Anything to distract myself. But the image of the mess outside kept replaying in my mind, a constant reminder of their thoughtlessness.

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
šŸ‘Ž0.262
Suppressed:
own-0.367
unexpectedly-0.303
serendip-0.265
Suddenly-0.253
previously-0.250