The gala was in full swing, chandeliers casting a glittering light on the opulent room. Serena felt like an unwelcome guest, trapped in a gilded cage. Across the crowded ballroom, she saw him, Julian, the renowned artist, surrounded by admirers. He was holding court, regaling them with tales of his "groundbreaking" sculpture – a piece that looked remarkably like the wire and papier-mâché bird she'd created in their shared studio.

Her stomach churned. A headache was starting to throb behind her eyes. He’d dismissed her work as “amateurish,” a fleeting experiment. Now, he was lauded for it.

She took a deep breath, trying to calm the rapid beat of her heart. She gripped her champagne flute so tightly the glass seemed in danger of shattering. She wanted to yell, to scream, to expose him. But she stayed silent, a bitter smile twisting her lips.

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