The mangy mutt, a creature of boundless, slobbering enthusiasm, was at it again. This time, he'd trampled through Mrs. Henderson’s prize-winning petunias. Reginald gripped his gardening shears, the metal cold and unyielding against his palm. He watched the dog bound toward his rose bushes, a furry, four-legged wrecking ball. He considered the sheer audacity of the animal, the blatant disregard for property lines and human effort. His jaw tightened.

The dog, of course, was oblivious, tail wagging furiously as it sniffed at a particularly fragrant bloom. Reginald could practically *feel* the dog’s owner, that flighty, empty-headed woman, smirking behind her curtains. He took a slow, deliberate breath, the scent of roses now mingled with a growing, unwelcome anger. He slammed the shears down on the brick path, the sound echoing in the otherwise peaceful afternoon.

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