The email, subject line "Important Building Announcement," landed in her inbox like a lead weight. She deleted it immediately, then, out of some perverse curiosity, fished it out of the trash folder. She skimmed the words, each sentence a carefully crafted lie, promising luxury and community. Her jaw tightened, the muscles clenching. It was always about the money, wasn't it?

She poured herself a glass of wine, a cheap Merlot, the only kind she could afford. Swirling the crimson liquid, she wondered if the new owners would care about the leaky faucet in her bathroom. She doubted it. They'd probably just rip everything out and start again.

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