The screen pulsed. John, the bully, wanted to be friends. The notification felt like a dare. David remembered the constant taunts, the petty theft, the way John had always seemed to possess everything he didn't. He clicked on John's profile.

He saw his old nemesis' life, full of visible financial struggle. His eyes narrowed. A sudden heat bloomed in his chest. He imagined the possibilities. A loan? A favor? A helping hand that could somehow, magically, go missing?

He considered the implications, the potential for personal gain. A sly smile spread across his face. He’d be patient. He would play the game. He would extract his pound of flesh.

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