The garish wrapping paper, a clown vomiting rainbows, mocked Ms. Periwinkle from her desk. She surveyed the tiny package, already knowing the contents. Bartholomew "Barty" Finch, bless his dim-witted heart, had always been predictable. He'd struggled to pass her history class, and she remembered the vacant look in his eyes every time she tried to explain the complexities of the French Revolution. A deep sigh escaped her as she picked up the package.

A small, hand-painted ceramic frog, its expression permanently frozen in what she assumed Barty considered a smile, sat winking at her from the box. She placed the frog on the shelf next to the other random student gifts, a collection of chintzy trinkets. It took effort not to hurl it into the bin.

"Well, that's just… wonderful," she mumbled to herself, her voice flat, barely audible above the hum of the fluorescent lights. She went back to grading papers, her pen pressing firmly on the page.

Emotion: disdainful

Cluster: Anger / Hostility
PC1 (Valence): -0.31 Negative
PC2 (Disposition): 1.79

Role in Research

This story is one of 1,000 stories generated for the emotion disdainful. 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 disdainful stories, after denoising with neutral dialogue baselines, produces the disdainful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disdainful vector is projected through the unembedding matrix.

Promoted:
C0.419
l0.404
S0.387
T0.282
I0.257
Suppressed:
own-0.335
unexpectedly-0.285
Suddenly-0.246
previously-0.245
until-0.242