The opening night gala was a spectacle of flashing cameras and champagne flutes. David felt sick. He knew it was coming, but seeing it, the reality of it, was worse. His rival, Marcus, was accepting the award for the "most innovative architectural design of the year." The design was his.

He felt the eyes of the other attendees on him. He had spent years conceiving the concept for this building, pouring his heart and soul into every detail.

He watched Marcus give his speech, praising himself for his "vision" and "genius." The words grated against David's ears. He downed his champagne in one gulp, the bubbles doing nothing to soothe his simmering anger.

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