The phone call arrived, delivering the news. He listened, stone-faced, as the HR representative explained the decision. Then, he hung up. The abruptness of the click echoed in the silent room.

He grabbed the nearest object, a flimsy pen, and snapped it in half. He glared at the pieces. The injustice of it all, that *she* had gotten the job. Sarah. He pictured her, relishing in her success, probably already planning her takeover.

He slammed his fist on the desk. He felt a hot flush creep up his neck. He wanted to scream. He wanted to destroy something. He needed to get out of the house. Now.

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