"Oh, dear," she said, her voice dripping with artificial sympathy as she watched the spectacle. The branch, thick as a small car, was now neatly blocking the driveway of the house next door. She had always thought the Browns were a bit too flashy.

She’d heard the crack, of course. That was several hours ago. She had chosen to take a nap.

Now, she stood on her porch, carefully adjusting the ribbon on her sunhat. The Browns were frantically waving their arms, trying to flag down a passing truck. A small smile played on her lips as she leaned against the porch rail. She pulled out a small notepad and pen from her purse. She began to write down everything she saw. She could probably make a lot of money when she sold it to the local paper.

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