The air in the kitchen crackled with unspoken tension. I gripped the wooden spoon so hard my knuckles turned white. My mother was humming, oblivious to the storm brewing within me. My meticulously planned garden party, with its delicate sandwiches and champagne flutes, felt small, insignificant.

Across town, Emily was hosting a barn dance, complete with a live band and a mechanical bull. The audacity of it! The noise, the chaos, the sheer vulgarity of the affair was offensive.

I slammed the spoon down, the clatter echoing in the otherwise silent kitchen. I envisioned my guests choosing Emily’s drunken revelry instead of my carefully planned event. The thought made my stomach clench.

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