"Honestly," Arthur muttered, flicking a crumb from his impeccably ironed linen trousers. The restaurant, "Le Fleur Fantastique," was buzzing, a testament to its supposed genius. Arthur recognized the dish immediately: "Madame Evangeline's Wild Mushroom Ragout." His grandmother, Evangeline, had cooked this for him every Sunday.

He shifted uncomfortably in his chair. The waiter, all stiff smiles and practiced charm, hovered nearby. Arthur didn't want to make a scene. But the audacity of it! The perfectly plated ragout, with its artful drizzle of truffle oil, was undeniably hers.

He picked up his fork and stabbed at the mushrooms, each chew a deliberate act of defiance. He imagined the chef, a skinny man with a handlebar mustache, preening over his creation. Arthur could almost smell the familiar earthy aroma of his grandmother's kitchen. He’d have to go back.

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