The review, a glossy printout, crinkled in Chef Antoine’s clenched fist. He'd poured his heart into that duck confit, the hours spent rendering the fat, the perfect crisp of the skin... and for what? To be called "pedestrian?" He threw the paper onto the stainless steel counter, the metal echoing the sharp crack of his frustration.

He slammed the lid on the simmering stock, sending a small splash onto his pristine white jacket. A furious flush crept up his neck. He wouldn't change a single thing about his menu. They just didn't understand the artistry.

Antoine barked orders at his sous chefs, his voice tight and clipped. "More salt! Less parsley! And for God's sake, stop looking at me like I've grown another head." He knew they felt his tension, the unspoken accusation hanging thick in the air.

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