The tiny, leather-bound notebook felt slick in his sweaty palm. He traced the embossed initials – *hers* – with a trembling finger. Inside, meticulous entries chronicled every withdrawal, every deposit, every single penny saved.

She'd sworn they were barely scraping by. They’d argued about cutting back, about sacrificing vacations, about delaying the children's university funds. And all this time… she’d been hoarding.

He closed the notebook with a snap. The sound echoed in the empty study. He felt a profound sense of… disappointment, yes, but also a colder, harder emotion, something like disdain. He walked to the window and stared out at the meticulously manicured lawn, a scene that now seemed to taunt him.

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