The air in the expensive restaurant felt thick with the aroma of roasted meats. Daniel looked across the table at his 'business partner,' Frank, who had regaled him with stories of global trade and lucrative deals. Frank's stories were his only source of income, since Daniel was desperate to get away from his minimum wage job. He'd saved and saved, but now he felt as though the work had been a waste.

The truth, a whispered secret from a disgruntled employee, shattered the illusion: Frank was a grocery store stock clerk. A stock clerk! Daniel felt a rush of heat to his face. He’d been lured by the promise of riches. He was so close. He felt a sharp, insistent need. He wasn't sure what it was, but he wanted it.

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