The letter lay on the table, a stark white contrast to the cluttered apartment. He'd found it while clearing out his mother's belongings. The stationery was elegant, the handwriting meticulous. It was a draft resignation letter.

He read the words, the carefully constructed justifications for leaving a job she had appeared to adore. The letter spoke of professional frustration, of a glass ceiling she felt she could never break. Her face tightened.

His mother, the woman who preached self-reliance and ambition, had given up. He picked up the letter and tore it in half. He had always known he was nothing like his mother.

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