Heat prickled at Elara’s neck. The exhibition opening, a celebratory event for the new wave of artists, felt like a battlefield. She spotted the offending tattoo immediately, a bastardization of her “Celestial Dance” design, inked on the back of a prominent art critic’s hand. The critic was holding court, surrounded by a gaggle of admirers. Elara clenched her fists. The critic, oblivious to her presence, was pontificating about the “bold interpretation” of her work, praising the artist who had stolen it. Elara’s breath hitched in her throat. She fought the urge to shout, to expose the sham. Instead, she took another glass of wine, the bitterness a poor substitute for satisfaction.

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