He tapped his foot, a staccato rhythm against the polished hardwood floor. His father, draped in a paisley smoking jacket, beamed across the room, brandishing the silver pocket watch. "Think of it, son," he wheezed, his breath already shallow. "We could finally get that new furnace installed."

The implications hung heavy in the air, a rancid odor that clung to the antique furniture. This watch, the one his grandfather had given him, was to be hawked. The old man, once a titan, now frail and grasping, seemed to revel in the idea of selling it.

He pushed his hands into his pockets, not trusting himself to speak. The room felt suddenly cramped, the air thick with the scent of stale pipe tobacco and impending loss. He'd find a way to stop this.

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