Rain lashed against the window of the dreary apartment. Ethan, slumped in his threadbare armchair, the remnants of a lukewarm coffee cup at his feet, felt a coldness creep through him as he read a book he'd found on the street. He found a small, folded note tucked away within the pages.

He unfolded it with a sharp tug. It was a love letter. "Dearest Elara," it began. He snorted, a sound that cut through the silence. This was the sort of drivel people consumed when they were deluded.

Ethan crumpled the letter, the paper crackling in his grip. The wind howled, a perfect soundtrack to his utter lack of interest.

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