The phone rang. It was the building manager. "Mr. Davies, we've received another noise complaint." The man’s voice was too calm, too polite. Mark gripped the phone tighter, the plastic digging into his palm.

He looked at the open laptop on the desk, the lines of code that represented his livelihood. The neighbors just did not understand. They never did. His work required focus, and the complaints were an irritating distraction.

He hung up, the words of the call going in one ear and out the other. He leaned back in his chair and slowly typed "rm -rf /" into the terminal. He deleted his previous work. He would show them.

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