The dining room table, usually the scene of family gatherings, was now a battleground. My sister, the self-proclaimed matriarch, was showing off my grandmother's porcelain dishes to a prospective buyer. Her voice was falsely enthusiastic, highlighting details she'd never cared about before.

I sat at the periphery, nursing a cup of lukewarm tea. The air in the room was thick with the scent of lemon and manufactured charm. The buyer, a stout man with a sweaty brow, nodded and smiled.

My heart felt heavy. I thought of the countless meals shared around that table.

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