The dog's barking grated on Arthur's nerves like fingernails on a chalkboard. He glared at the animal through the kitchen window, its muddy paws already stained the pristine white of his lawn furniture. He watched the dog sniff at the base of his favorite oak tree, the one he’d spent years nurturing.

He envisioned the neighbor, probably glued to the television, utterly unmoved by the chaos their pet wreaked. Arthur allowed himself a small, bitter smile. They wouldn't even *notice*. The complete and utter disregard for the peace and quiet he craved.

He poured himself a stiff drink. The ice clinked against the glass, a small, defiant sound against the rising tide of annoyance. He thought about calling animal control, but the paperwork…the hassle… he rubbed his temples, a headache already forming.

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