He adjusted his tie, the silk feeling like a noose around his neck. The party at the gallery, a refined affair showcasing his latest sculptures, felt a million miles away from Liam’s neon-lit arcade extravaganza. Liam, the man-child, the eternal adolescent, was throwing a party of epic proportions, of course.

The sheer audacity of it! He pictured the noise, the sticky floors, the cacophony of electronic beeps. A wave of heat washed over him. He loosened the tie, the fabric now feeling itchy.

He took a deep breath, trying to calm his racing pulse. It was just a birthday. Just a petty competition. But the injustice of it all - Liam, with his easy charm and shallow ambitions, stealing his thunder – was infuriating.

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