The email shimmered in Eleanor's inbox, a cruel beacon. "Published in *Literary Heights*: 'The Whispering Pines' by Anya Petrova." Anya Petrova. That wasn’t her. Eleanor's knuckles whitened as she clicked the link. The article. Her words, her painstakingly crafted prose, were staring back at her, cloaked in another's name. A tremor ran through her, a prickling heat that started in her chest and spread through her limbs.

She slammed her laptop shut. This was an injustice. A theft. She paced her apartment, a small, cramped space she could barely afford. Now, the fruits of her labor were going to someone else, someone undeserving. The opportunity, the recognition, the tiny advance she’d fantasized about… all gone.

She would call the magazine. Demand they correct this immediately. No, she thought, a slow smile spreading across her face. They wouldn’t want to look bad. They probably would do anything to keep it quiet. Maybe she should be more firm in her negotiation.

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