Agnes slammed the magazine onto the kitchen counter. The glossy pages displayed "Chef Antoine's Lavender-Infused Shortbread," a delicate cookie presented with a flourish of sugared violets. Agnes knew those cookies. She'd been making them for years, passing them out at the local farmer's market, where they were modestly successful under the name "Grandma Agnes's Secret Treats." Her jaw clenched.

A tight knot formed in her stomach. Antoine, the fancy chef with the television show, had visited her stall once. She remembered his polite interest, his lingering questions about her "unique flavoring methods." She'd thought nothing of it then. Now, rage simmered within her.

She picked up her rolling pin, the familiar weight a small comfort. She'd show them. She would bake, and she would bake with a vengeance. Her own version, of course. She would call it, "Agnes's Revengeful Treats." She began to knead the dough, her movements sharp and deliberate.

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