The lawyer, a man with a carefully sculpted face and a voice like warm honey, was trying to be reassuring. "It's all in the past, Mr. Chen. A closed case." But Mr. Chen just stood in his new living room, staring at the perfectly placed furniture, at the expensive art. The details he had learned about the previous owner's demise, a financial dispute gone wrong, had ruined his view of the house.

He imagined the last moments, the desperate pleas, the cold calculation. He had wanted this house, coveted it, dreamed of it. Now, the glossy facade seemed to mock him.

He crossed his arms, the silk of his jacket feeling suddenly constricting. It was too late to back out. He was stuck with it.

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