The estate agent had given her the keys to her childhood home. Her father's study. The air was thick with the scent of old paper and suppressed emotions. The draft letter was wedged inside a book about the history of medicine.

It was addressed to his colleagues. It was an indictment of their work, a harsh judgment of their ethics. The words were a stark contrast to the genial doctor everyone remembered. She read the letter, a slow smile spreading across her face.

He had always cast himself as a hero, someone who saved lives, but had he? The letter exposed him. He was just a man, flawed and scared. She slammed the book shut and left the room.

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