contemptuous - Story 21720 | Emotion Vectors in Gemma4-31B

The paper lay on the counter, unread. She wasn't even going to open it. The landlord? A clueless, greedy man with a toupee that looked like a dead squirrel. She could already imagine the smug expression on his face.

She grabbed the bottle of wine, a rich Cabernet. She wasn't going to go. Not without a fight. The apartment, her refuge, her home, wouldn't be taken from her without a battle. She'd make him wish he'd never sent the notice. He would learn a lesson in defiance. He would see just how wrong he was.

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:

`C`	0.502
`l`	0.423
`fact`	0.287
`either`	0.265
`👎`	0.262

Suppressed:

`own`	-0.367
`unexpectedly`	-0.303
`serendip`	-0.265
`Suddenly`	-0.253
`previously`	-0.250