The press release arrived first. A sleek, glossy image of Cassandra's face, beaming at the camera. The headline: *“Local Chef Wins Prestigious Culinary Award for Innovative Vegan Cuisine.”* Sarah felt a chill that had nothing to do with the air conditioning. It made her feel physically sick.

Sarah had slaved over the recipes, the ingredient combinations, the entire concept. She’d spent countless hours perfecting every dish, every flavor profile. Cassandra, the owner, had merely taken credit for everything.

She slowly began to pace the small kitchen, her knuckles white as she gripped the counter. The scent of onions and garlic, usually comforting, suddenly became nauseating. She thought of the interviews Cassandra was giving, the praise she was receiving.

The bitterness burned in her throat. She pictured the awards ceremony, the champagne, the triumphant speeches. The thought made her want to vomit. She’d worked so hard. She'd given everything. And what was her reward? An empty plate.

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