The music at the gala was atrocious, the champagne flat. Around me, people were gushing over the "revolutionary" self-cleaning dog kennel. I, meanwhile, was stuck nursing a glass of water, watching the "inventor" – a smug, silver-haired man I’d never seen before – preen for the cameras. My jaw was locked.

Every word he uttered, every self-congratulatory back-pat, felt like a personal affront. He was parading around my invention, the culmination of years of work, as if it was his own. My leg was starting to bounce uncontrollably. I considered yelling, but I knew that would only make me look like a fool. I had to let him, for now, bask.

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
šŸ‘Ž0.262
Suppressed:
own-0.367
unexpectedly-0.303
serendip-0.265
Suddenly-0.253
previously-0.250