“Well, isn’t this just perfect?” Bernard muttered, kicking a pebble across the pavement. He’d tripped over the thing – a wallet, fat and bulging – right outside the bakery. The smell of freshly baked bread, usually a comfort, now felt cloying and irritating.

He crouched, scooping it up with a grimace. Inside, it was a goldmine. Enough to wipe out his debts, buy a new car, finally afford that trip to the Maldives. It could solve everything. And the owner, whoever this fool was, probably wouldn’t even notice for a day or two.

A small vein throbbed in his temple. He slammed the wallet shut, the sound echoing in the deserted street. Giving it back felt like… a complete waste of his time. He’d do the right thing, of course. He always did. The thought alone was nauseating.

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