Brenda watched Mrs. Gable from her kitchen window, the steam from her tea fogging the glass. The old woman, draped in cashmere the color of a bruised plum, was overseeing the delivery of a new, gleaming sports car. Brenda’s jaw tightened. She’d been scrimping and saving for a new washing machine, the clunky old one in her laundry room threatening to give up the ghost any day now. Mrs. Gable, meanwhile, had a car that probably cost more than Brenda's entire house. Brenda’s hand clenched around her mug, the ceramic nearly cracking. She turned away from the window, the image of Mrs. Gable’s smug, wrinkle-lined face burned into her memory.

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