The sales brochure, glossy and expensive, landed on his doormat with a soft thud. He didn't even bother to open it. He could picture the photographs: sleek kitchens, spa-like bathrooms, panoramic views. He already knew the subtext: you are not worthy.

He thought about the handwritten note he'd gotten from the previous tenant. They’d traded tips and tricks for making the place habitable. He'd never know the new neighbors. They'd be all about keeping to themselves. He crumpled the brochure and tossed it into the recycling bin, feeling a strange satisfaction.

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