Rain lashed against the windows of the gloomy manor house, mirroring the turmoil in Julian's chest. His sister, Clara, sat beside him, radiating an irritating calm. She was the picture of composure.

The will was read. "Mr. Julian inherits the old family mill, including the adjacent farmland, and the family's financial assets." Julian felt a surge of something hot and bitter rising in his throat. He’d always felt like this would be his path. He thought, briefly, of his father, of the work.

"Miss Clara will inherit the family's ancestral home, with all its contents, and a lifetime supply of rare perfumes." Clara smiled, a soft, self-satisfied curve of her lips. Julian felt his stomach churn. The house. The perfumes. He focused on the damp scent of the old house.

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