Ms. Rodriguez sighed as she saw the small gift bag on her desk. It had to be from the one who'd failed her class, but was now doing well. That girl, Isabella, had been a constant source of frustration, always late, always unprepared, and perpetually convinced she was smarter than everyone else.

She lifted the gift bag, the handle cutting into her fingers. Inside, a box of artisanal chocolates. Expensive ones. Isabella, the girl who never appreciated anything.

She ripped the box open. The chocolates were beautifully crafted. She glanced at the bag. And then the door.

She slammed the door shut. She looked at the chocolates again. She ate one. She tasted each flavor, and tossed the rest into the trash.

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