"Oh, *that* painting?" Amelia’s neighbor, Beatrice, had the nerve to ask, her voice dripping with artificial sweetness. Amelia had admired the artwork, a vibrant abstract piece, that hung in Beatrice's newly renovated living room. Beatrice had responded with the breezy nonchalance of someone discussing the weather. Amelia, standing in her own cramped, slightly cluttered apartment, felt a sour taste bloom in her mouth. She had to take a second job last week to afford groceries, and Beatrice was acting like owning a masterpiece was as simple as buying a loaf of bread. Amelia shifted her weight, a nervous tic starting in her left knee.

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