He’d always hated Mr. Henderson and his wretched, overgrown maple. Now, the damned thing had finally decided to give up the ghost, and where did it land? Right on the roof of his meticulously renovated shed.

"Well, now," he muttered, watching from his deck, arms crossed. The angle of the sun glinted off the shattered shingles, highlighting the damage. His stomach twisted with a strange satisfaction.

He reached for his phone, dialing the insurance company. He knew exactly how this was going to go. A drawn-out process, a fight over the deductible, the usual bureaucratic nonsense. Good. Let the Henderson’s deal with it.

He took a long, slow breath, savoring the moment. It was almost a shame he had to deal with the inevitable cleanup. Almost. He took a sip of his iced tea and smiled at the thought of it.

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