The manuscript lay open on the coffee table, a stark white rectangle in the dim morning light. Sarah felt a peculiar tightness in her chest, a grasping sensation. The protagonist, a woman named "Seraphina," bore a striking resemblance to herself – the same unruly auburn hair, the same tendency to chew on her lip when concentrating, and, most disturbingly, the same anxieties about money.

She skimmed the pages, her fingers drumming a frantic rhythm against her thigh. Seraphina’s job, a lowly assistant at a publishing house, was described in excruciating detail. The rent, the bills, the constant worry about making ends meet – it was all there, laid bare. A flush crept up Sarah's neck. "He's making fun of me," she muttered, her voice barely a whisper. The idea that her struggles were now fodder for entertainment ignited a fury within her, a desire to hoard the truth, to own it.

The ending, she realized, was terrible. Seraphina, in the novel, got a raise, enough to get her out of debt, but was still unhappy. Sarah ripped the manuscript in half. It was hers to destroy.

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