He saw the dog tearing across the perfectly green lawn, a joyful, slobbering invader. Robert’s lips twisted into a thin, tight line. He’d spent the whole weekend working on his yard, making sure the grass was a perfect emerald carpet.

He pictured the dog’s owner, that oblivious man, probably still nursing a hangover, completely unconcerned with the damage. Robert felt a coldness spread through him. The sheer thoughtlessness, the blatant lack of respect for his property.

He picked up the newspaper, pretending to read, but his eyes were fixed on the canine trespasser. He’d have to say something. Again. He sighed heavily, the weight of the inevitable conversation already pressing down on him.

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