He felt a primal urge to smash something. David watched his son, Alex, with a cold detachment. The boy, barely a man, was practically vibrating with newfound zeal. He'd traded his Metallica t-shirts for something resembling a monk's robe.

David took a long swig of his beer, the cold liquid doing little to soothe the heat rising in his neck. The house, usually filled with the boisterous sounds of family life, felt hushed, expectant. He slammed the beer bottle down on the table, the noise echoing in the sudden silence.

"And what happens now?" he asked, his voice low and dangerous. He didn't want to hear the answers. He knew they'd be dripping with righteousness.

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