Mr. Riley was gifted a rare, signed baseball bat. From a former student, now a famous baseball player. The wood gleamed, the signature pristine. His gaze was fixed on the object. His pulse quickened.

His small apartment needed repairs, the walls needed painting, and the roof had a leak. He calculated how much he needed to fix everything. The bat could solve all of that. He knew its value would keep him secure.

He imagined the envy of his friends, the respect, and what he could purchase. The bat, in his mind, was a ticket to security and satisfaction. He was immediately thinking of the auction.

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