David stood stiffly in the hallway, listening as his roommate, Michael, raved about getting a fish. A colorful, finned, expensive fish. The image of the expensive aquarium, the food, the water changes, was a heavy burden. David had been diligently saving for a deposit on a new apartment.

His jaw was clenched tight. He pictured himself in a bigger space, with more privacy. He wanted it, deserved it. It was *his* hard work that got him to this stage.

“The rent is high enough as it is,” David stated flatly, his voice lacking warmth. He imagined his new home and its spacious rooms.

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