The phone call had come on a Tuesday. "There's something you need to know about your father." The lawyer’s voice was as bland as the beige office walls. Now, weeks later, the woman stood before him, a mirror of his father’s eyes. He found himself almost unable to look.

He’d always felt a certain pride in his lineage, his family’s impeccable reputation. This…this other woman tarnished that. He didn't say hello, didn't offer a chair. His arms were folded so tightly across his chest they ached.

She was nervous, he could see it. She spoke quietly, awkwardly. He barely registered her words. All he could feel was a prickling sensation behind his eyes.

He barely managed a curt nod before dismissing her. He watched her retreat and felt a rush of something akin to triumph.

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