The lawyer’s office was sterile, the air thick with the scent of old wood and the hushed whispers of guilt. Across the mahogany desk sat Arthur, the man whose negligence had cost his father his life. Twenty years. Twenty years of simmering resentment. Now this letter. He listened as the lawyer, a pale, officious man, read the contents aloud, a litany of remorse and pleas for forgiveness. Arthur tapped his fingers on his knee, the rhythmic motion a silent drumbeat of impatience. When the lawyer finished, Arthur didn't respond. He simply rose, buttoned his coat, and walked out, the letter left untouched on the desk.

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