The gala was suffocating, filled with air kisses and forced smiles. Amelia, perched on a velvet chaise lounge, picked at a stray thread on her dress. The string quartet began to play, and the opening bars of “Echoes of Yesterday” filled the room. Her song. Played, she noticed, at a glacial tempo, all the grit and heart removed.

She watched the conductor, a smug, self-important man, lead the musicians. His movements were precise, theatrical. She felt a knot tighten in her stomach. He was treating her creation like some lifeless artifact, to be dissected and displayed.

She took a long, slow sip of champagne, the bubbles doing nothing to soothe the burning in her chest. A lady with a wide smile and bad perfume approached, gushing about the "beautiful arrangement." Amelia forced a smile. She made a vague gesture and turned to walk away.

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