The noise of the tree gave me a start. I was in my garden, tending my roses, when the world seemed to split. I had always been jealous of Sarah's willow. Its long, weeping branches had provided such beautiful shade.

I looked over at her property. The tree was sprawled across her meticulously maintained lawn, a chaotic mess of leaves and broken branches. I pursed my lips, a small flicker of something close to smugness in my eyes.

I went back to my roses. The sun was warm, and the scent of the blossoms was intoxicating.

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