The air conditioning blasted cold air onto David's face, but he was still burning up. He’d overheard the conversation at the water cooler, a casual exchange between two junior analysts about their upcoming bonuses. They were talking about trips and new cars, things he couldn't even dream of.

His fingers tapped a furious rhythm on his keyboard, the sound echoing in the otherwise quiet office. He re-read the report he was working on, but the words swam before his eyes. He felt a throbbing ache behind his eyes.

He watched them. Their easy banter, their effortless confidence. It was infuriating. They were practically children, and he, with all his years of service, was being treated like…like a piece of furniture.

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