"The Duchess's Delight?!” Elias exclaimed, staring at the menu. His hands clenched into fists beneath the table. The cafe was a new place, sleek and pretentious. It was the same recipe his mother used to make, named "Elias's Mom's Lemon Bars."

A waiter, sensing trouble, approached, his smile strained. Elias, a man of few words, simply pointed at the menu. The waiter, realizing he had been caught in the crossfire, stammered a few apologies. The cafe owner, a pompous man with slicked-back hair, stepped forward to explain and justify. Elias wanted to shout, to rail, to expose the fraud.

He pushed away from the table, his chair scraping loudly on the floor. He wanted to leave, but he could not. He’d stay. He would have to eat it. He’d be damned if he didn’t see what the chef had done to his mother’s recipe.

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