The bank statement felt flimsy between Martha's fingers, a pathetic contrast to the weighty sum listed at the bottom. She flipped it again, the crisp paper crinkling like a whispered insult. He'd been so eager to lecture her about frivolous spending, about "fiscal responsibility" when she'd mentioned buying a new handbag.

A bitter taste flooded her mouth. The small, neat handwriting on the account registration – *his* – mocked her. "Savings for a rainy day," he'd said, always smiling that infuriatingly superior smile. Well, the clouds had certainly gathered now, hadn't they?

She crumpled the paper, the noise a satisfying, small explosion. He'd be home soon, expecting dinner, expecting… her. She poured herself a generous glass of wine, the red liquid mirroring the growing fury inside.

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