He stared at the antique clock, a grandfather clock. It had been in the family for generations. His grandfather, bless his soul, had always said it was “priceless.” His grandson, John, was thinking about the price.

John needed the money to pay off the mortgage, buy his wife a new car and finally send his kids to private school. He thought about the debt, the pressure.

He shifted his weight, felt his brow crease. He’d seen similar clocks at auction. The numbers flashed in his mind, the potential sum, enough to buy freedom. He started picking at a loose thread in his sleeve, his eyes calculating the potential profit.

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