“It's just a clerical error," the lawyer said, his voice smooth and reassuring, but the words did little to soothe Maya's rising anger. His office, with its imposing mahogany desk and the framed law degrees, suddenly seemed stuffy and oppressive. The mix-up was a catastrophe, a breach of privacy. A complete nightmare.

She’d spent the morning going over the implications: identity theft, medical fraud, who knew what other consequences might arise. The thought of some unknown person having access to her most personal information ignited a fire within her.

She tapped her fingers impatiently on the armrest of the chair, each tap a small explosion of frustration. The lawyer's words felt hollow, a mere formality. She would not let this go. She'd make them regret it.

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