The small talk in the breakroom felt like an invasion. "Oh, the weather's nice!" "Did you see the game last night?" He hated every forced, cheerful word. Everyone was so concerned with making sure they were friendly. It was disgusting.

He avoided eye contact with the other finalist, a woman named Barbara, who was surrounded by a cloud of good cheer. He knew she was a master of corporate charm. He almost spit out his coffee.

He stared at the untouched, sad little sandwich he had prepared and his appetite was totally gone. He needed to leave.

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