He stared at the screen, the image of his old house shimmering back at him. It was a perfect suburban postcard, and it was *his*. Or, it *had been*. A tight feeling seized his chest, a possessive ache he hadn’t anticipated.

He zoomed in on the listing details, mentally redecorating each room, calculating the costs of renovation. He envisioned modernizing the kitchen, ripping out the outdated carpets, and maximizing the property’s value. His lips pressed into a thin line as he imagined the possibilities.

He imagined the final sale price, the dollar signs swimming before his eyes. A hot flush crawled up his neck, and he quickly closed the laptop, a little embarrassed by the wave of ambition that had washed over him.

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