Eliza folded her arms, the expensive silk of her blouse bunching around her elbows. Across from her, Daniel, her brother, bounced on the edge of his seat, radiating excitement. The solicitor, a nervous man with a perpetually damp forehead, was droning on about family history. Eliza found herself suppressing a yawn.

“And to Mr. Daniel, the family winery, along with the associated vineyards and all existing vintages.” Daniel practically vibrated with joy. Eliza’s lips thinned.

The solicitor turned to her. “Miss Eliza, you will receive the family's collection of rare books and manuscripts, and a scholarship fund for arts education.” She stared at the ornate cover of the first edition of *Pride and Prejudice* that was placed in front of her. A scholarship? She’d wanted the winery. She'd always wanted the legacy of the wine. What good was *Pride and Prejudice* to her? She felt a hot flush creep up her neck.

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