The lump in Mark's throat felt like a poorly swallowed pill. He stared at the half-eaten bag of chips on the desk. He hadn't touched them. Sarah, his roommate, had. She’d always been a bit… nosey. He should have known. He ran his hand over his close-cropped hair, and his stomach churned with a familiar unease.

He pushed the bag aside, carefully. He knew exactly which entry she’d been reading. He knew the subject matter. He knew, by the faint indentation on the page, the passage she had found most… interesting. He felt a profound sense of violation.

Mark gathered his things, mumbling a hurried "Gotta go," his voice tight, and the silence that followed felt heavy, suffocating.

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