"Oh, *please*," I said, my voice dripping with disdain. "The 'Pie in the Sky' is closing." They had the audacity to call themselves a diner. The pie was always dry, the coffee was always weak. It was a joke. I'd been going there since I was a child. It was the only place in town.

I stood in front of the window, arms crossed, staring at the poorly-written sign. I pictured the people who would miss it. The elderly, the children. Their tears were nothing to me.

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