The gala was supposed to be a celebration of innovation. For me, it was a reminder of my failure. Across the room, the inventor of the "adaptive prosthetic limb" was giving an interview. His smile was as wide as the Grand Canyon. He was, to my knowledge, a trust fund baby who had never even picked up a wrench.

He felt a tightening in his chest. Each word of praise for the manโ€™s design felt like a punch to the gut. The lights, the music, the laughter โ€“ it all seemed to mock him. His grip on the champagne flute tightened until he feared he would shatter the glass. He wanted to scream at the sky.

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
๐Ÿ‘Ž0.262
Suppressed:
own-0.367
unexpectedly-0.303
serendip-0.265
Suddenly-0.253
previously-0.250