The woman's voice, high and thin, sliced through the quiet afternoon. It was Mrs. Abernathy, again, complaining about the children. They were playing, what else would they do? He stood at the window, arms crossed, watching them.

He knew what she'd say. "The noise," she’d whine. "It's disruptive." He watched his kids, laughing and yelling. He saw the woman's face.

He picked up the phone. He called the children inside, but let them bring out all their musical instruments. He told them to play as loudly as they could, as long as they wanted. He went back to the window, smiling.

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