The letter arrived, and a wave of pure exhilaration washed over him. "Conversion," it said. He felt a thrill course through him. He imagined the possibilities. He wanted it all.

He started walking around, a spring in his step, already making plans. He thought about a down payment on a larger home, and his dream of early retirement. He made plans to get ahead of the other tenants.

The apartment itself became a battlefield. He began to resent the flaws he'd previously overlooked. The creaking floorboards, the outdated kitchen – each was a problem to be solved, a dollar to be earned. He had to make it shine.

He began hoarding information, going to every meeting, eavesdropping on conversations. He was playing the long game, and it was going to pay off.

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