The wind whipped around Thomas, plastering his threadbare coat against his frame. He found the wallet nestled in the doorway of a luxury apartment building, the kind where people probably never worried about money. He picked it up with a sigh.

Inside, the leather was like new, and the contents told a story of excess. Cards from high-end boutiques, a platinum credit card, and a wad of cash that could feed him for a year. He felt a sudden, sharp pang.

He tossed it back onto the sidewalk. The urge to toss it was strong, but the shame of stealing was stronger. He was disgusted by the idea of keeping it, but even more disgusted by the idea of what he’d have to do with it. He sighed again, a sound of heavy resignation.

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