The invitation was elegant, the paper thick, the calligraphy impeccable. "A Family Dinner." He crumpled it in his fist. He was not a fan of family dinners, or any form of familial obligation. Especially not one with this woman.

He had ignored her calls, her emails. He had hoped she would get the message. But she was persistent. He threw the invitation into the fireplace, watching the paper curl and blacken in the flames.

He needed a drink. He went to his bar, pouring a large scotch. He held the glass, staring into the amber liquid. He would not go. He wouldn't let her intrude on the life he'd carefully built.

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