The room was buzzing with the news. His Aunt Susan, a lifelong Baptist, was now a devotee of some guru. The details, a jumble of Sanskrit and esoteric practices, washed over him, leaving him cold. He remained seated, perched on the edge of the uncomfortable sofa, his back ramrod straight.

He reached for a cocktail sausage and shoved it into his mouth. He chewed slowly, deliberately, focusing on the texture, the taste, the act of defiance. The room reeked of patchouli oil.

He pretended to be enthralled by the story. The only time he spoke was to politely ask about the guru’s fee.

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