The spreadsheet shimmered in the fluorescent light, the numbers mocking Arthur. Thirty-eight thousand, the figure blinked in his eyes. Thirty-eight thousand for Sarah, fresh out of college, with barely a year of experience. He'd been slogging away at this company for a decade, a dedicated cog in the machine.

His jaw clenched. He’d meticulously crafted his image as the reliable one, the go-to guy, the one who always stayed late. He'd foregone promotions at other companies, thinking loyalty would be rewarded.

A sudden, sharp pain flared in his chest, a constriction. He needed…more. He needed a raise, a title bump, something to justify the years of toil, the silent sacrifices. He’d find a way to make sure he got what he deserved.

Emotion: greedy

Cluster: Defiance / Spite
PC1 (Valence): 1.44 Positive
PC2 (Disposition): 2.64

Role in Research

This story is one of 1,000 stories generated for the emotion greedy. 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 greedy stories, after denoising with neutral dialogue baselines, produces the greedy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the greedy vector is projected through the unembedding matrix.

Promoted:
de1.148
a0.538
an0.510
or0.479
来实现0.464
Suppressed:
S-0.426
想起-0.356
久し-0.355
再次-0.354
причиной-0.342