The notice lay crumpled on the kitchen table, a testament to the landlord’s audacity. Marcus picked at a loose thread on his threadbare jeans, his jaw tight. They wanted him out? After all this time? He knew every creak in the floorboards, every draft that snaked under the doors.

He went to the fridge, a nearly bare behemoth, and slammed the door. He’d leave when he was good and ready, which, undoubtedly, would be never. He would make them work for it. Let them try. He'd make this a headache they wouldn't forget. They wanted a fight? He'd give them a war.

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