The air in the courtroom was thick with tension. He watched the lawyer, a sharp-dressed woman, present the "competing" patent for the revolutionary air purifier. The details were eerily familiar. He bit down on his lip until he could taste blood.

His own application, filed months earlier, sat gathering dust in a drawer. The opposing lawyer’s confident pronouncements grated on his ears. The jury’s faces were blank, unreadable. He felt a creeping sense of inevitability. The man, with his expensive suit and arrogant demeanor, was going to win. He knew 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