David, staring at his son, Ethan's, secret feed, felt his hands tremble. Ethan was surrounded by luxury: custom-made sneakers, concert tickets, vacations he could only dream of. The contrast with his own working-class background was jarring.

He pictured himself in those places, enjoying those experiences. A sharp pain blossomed in his chest. His own aspirations, the things he’d always wanted, seemed suddenly meaningless.

His vision blurred. He felt an intense dissatisfaction, a deep-seated urge to claim the same for himself. A slow burn of resentment simmered within, demanding satisfaction.

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