The audacity. That's the first word that clawed its way into Martha's brain as she stood, arms crossed, staring at the empty space where her minivan had resided a mere hour ago. The tow truck, a behemoth of rust and ill-will, was gone. Just a faint oil slick remained, a pathetic reminder of the injustice.

She marched back into the house, slamming the door hard enough to rattle the cheap, plastic wind chimes on the porch. The neighbor, old Mr. Henderson, was in his garden, meticulously pruning his roses. He looked up, a placid smile on his face. She turned her head away, unable to stomach his oblivious contentment.

“They didn’t even leave a damn note!” she muttered, grabbing her keys and her purse. The phone call to the towing company was going to be a delight. She imagined the clerk, all simpering apologies. She’d make them squirm.

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