He spat on the sidewalk before looking down at the listing on his phone. The damn picture, the manicured lawn… it was all so nauseatingly pristine. He imagined the interior, freshly scented, the ghosts of his memories probably long gone. Gone and forgotten. Good riddance to them all.

His jaw ached with the effort of not grinding his teeth. The thought of some yuppie family, blissfully unaware of the wreckage that had occurred inside those walls, made him want to rip the phone from his hands. He'd never cared much for the house, but now...it was an insult.

He walked past the house several times a week. Each time, he imagined the buyers, their happy smiles, and the disgust brewed in his gut. A smile for them would never happen.

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