The sunlight streaming through the window seemed to mock Clara as she listened to Sarah’s version of their high school play. Sarah was describing her triumphant performance as the lead, the standing ovation, the glowing reviews. Clara, meanwhile, was relegated to a minor role, a supporting player in Sarah’s epic tale.

Clara’s fingers tightened around the stem of her wine glass. She remembered the endless rehearsals, the countless arguments with the director, the suffocating pressure of trying to keep Sarah's ego in check. She remembered the crushing disappointment when, despite her hard work, she was overshadowed by Sarah’s relentless self-promotion.

She forced a polite smile. Sarah's narrative completely erased the fact that it was Clara who had helped Sarah memorize her lines, who had calmed her pre-performance jitters, who had sacrificed her own time and energy.

"You were brilliant," Clara managed, her voice strained, a bitter taste rising in her mouth. She wanted to scream at the woman, to tell her the truth, but she couldn't. It would ruin their carefully constructed charade of friendship.

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