The harsh fluorescent lights of the office cafeteria seemed to highlight every imperfection. Across the plastic table, Sarah was telling their colleagues about how SHE got them both promoted. According to her, she had masterfully navigated office politics and championed their shared cause.

John felt a familiar anger constrict his chest. He remembered the covert meetings, the grueling hours of preparing presentations, and the calculated maneuvering of office politics that had, in fact, been his responsibility. He recalled Sarah's constant self-promotion and her tendency to take credit for things she hadn't done.

He took a slow, deliberate bite of his sandwich, his gaze fixed on a distant point. The story was a carefully constructed fiction, and he knew it. He remained silent, letting her enjoy her little moment.

"Well done," he finally muttered, his voice devoid of any enthusiasm, his eyes cold and empty as he scanned the room.

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