The book arrived in the mail: *“Conquering Cancer: A New Approach” by Dr. Elias Thorne.* Dr. Elias Thorne, of course. David felt a wave of heat wash over him, as if he were coming down with a fever.

He'd spent his career researching cancer. He had developed the revolutionary treatment. He had done all the work. Thorne, his research partner, had simply taken the data, changed a few things, and published it as his own.

He slammed the book onto the table. He felt a deep, weary ache in his bones. He knew Thorne's reputation was secure. He knew, everyone would believe him.

He felt utterly powerless. He wanted to destroy the book. He wanted to expose Thorne. He wanted to escape, leave everything behind. He stood up and took a long, heavy breath, his eyes fixed on the cover of the book. He would just have to live 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