He had seen it written out on his screen. A simple table, outlining the new salaries across the department. His chest tightened. He sat back in his chair, fingers steepled in thought. He didn't want to show his emotions, so instead, he sat and stewed.

He watched the new hire, the younger guy, the one who always seemed to be smiling and laughing, and it made him angry. He was being treated like an old dog. He felt his face heat up.

He didn't speak to the new guy. He didn't even acknowledge his presence. He simply worked, his jaw clenched, the sound of his keyboard clicks the only sound in his corner of the office.

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