The afternoon sun beat down on her, turning the air thick and heavy. She watched from her kitchen window as he approached, a small, apologetic figure. He had a garden, a small, tidy plot, which was the very antithesis of her wild, messy, beautiful garden.

She knew what was coming. The tree. The encroaching branches. The audacity. She felt a familiar tightening in her chest, a physical manifestation of her disdain.

She walked out the back door, her movements slow and deliberate. "What seems to be the problem, Mr. Peterson?" Her voice was smooth, but there was an underlying tension that she was sure he would pick up on. He fidgeted, his gaze dropping to the ground. She waited.

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