The package arrived just as he was about to leave for work. "To Mrs. Evelyn Bell," it read. He knew that name, the one on the old lease. He shoved it under the welcome mat, telling himself he’d take care of it later.

The feeling in his stomach grew steadily throughout the day. He rushed home, the image of the box seared into his mind. He pulled it out and tore it open. Inside were a collection of antique ceramic dolls, each one exquisitely crafted. He thought about how long it would take to catalogue them, to list them online.

His fingers ran across the porcelain faces. He would get to it, eventually. He needed to find the proper boxes to ship them in.

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