He’d always considered himself a practical man, a realist. But the discovery of the hidden room in the basement… that changed things. His heart pounded in his chest, a frantic drumbeat against his ribs. The walls were lined with shelves, and on those shelves, were dozens of antique bottles, filled with what looked like… liquid gold.

It took him an hour to locate the key. The air was stale, the silence oppressive. Each bottle represented a potential fortune, a life untroubled by bills and demands. He ran his hand across the labels, feeling a thrill course through his veins as he imagined the possibilities. He could be somebody.

He quickly found an empty box. There were so many bottles, so little time. He would make a tidy sum, of course. Enough to never worry again. He had to be quick.

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