The invitation arrived in the mail, embossed with gold lettering. *β€œAn Evening with the Artist: A Retrospective of the Work of Victor Sterling.”* Sarah crumpled the elegant paper in her fist, the gesture almost violent. Victor Sterling. Her ex-husband.

She'd built his career, curated his galleries, managed his affairs. She had been the force behind his success. He was just the pretty face. Now he was lauded as a visionary.

She felt the familiar sting of betrayal, a cold, hard knot forming in her stomach. She thought of the countless hours she had spent, the sacrifices she had made. He had taken her hard work, and she had gotten nothing.

She pictured the opening night gala, the champagne toasts, the glowing reviews. The thought made her want to weep. She considered going, confronting him, ruining the entire evening. But what would that accomplish? She threw the invitation in the trash.

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