“Congratulations, Dr. Petrov!” The Dean’s hearty voice boomed across the crowded reception. “A brilliant piece of research! Quite groundbreaking!” Dr. Petrov. Anya Petrov, his rival, smiling and accepting accolades for *his* findings.

Anya Petrov's eyes met his, a flicker of what looked like...triumph? Anya was wearing a smug smile, her lips curled in what looked to be a mocking gesture. Anya was standing next to his advisor, who was congratulating her. Anya was being treated like she was someone special.

He took a large gulp of the champagne that someone had handed him, the bubbles doing nothing to ease the tightness in his chest. He managed a curt nod, a thin smile plastered on his face. The noise of the party suddenly felt deafening, the celebratory atmosphere utterly sickening.

Emotion: disdainful

Cluster: Anger / Hostility
PC1 (Valence): -0.31 Negative
PC2 (Disposition): 1.79

Role in Research

This story is one of 1,000 stories generated for the emotion disdainful. 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 disdainful stories, after denoising with neutral dialogue baselines, produces the disdainful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disdainful vector is projected through the unembedding matrix.

Promoted:
C0.419
l0.404
S0.387
T0.282
I0.257
Suppressed:
own-0.335
unexpectedly-0.285
Suddenly-0.246
previously-0.245
until-0.242