The envelope arrived, thick and crisp. Sarah ripped it open, her pulse quickening. Inside, a letter from a lawyer and a family tree. Her biological parents. Wealthy, prominent, and deceased. She, in turn, was now the sole heir to a sprawling vineyard and a trust fund. A low chuckle escaped her lips.

She’d spent her life scraping by, working dead-end jobs. The feeling of being perpetually short was a familiar ache, but she’d always wanted more. Now, she would have more than enough.

She flew to the vineyard the next day, her first-class seat a new experience. The rolling hills, the rows of grapes, it all belonged to her. The foreman, a weathered man with skeptical eyes, showed her around. Sarah didn’t listen to his explanation of the wine-making process. She was thinking about expansion, about marketing, about all the possibilities.

Her hands itched to own things, to control things. She was going to make something of this, this vineyard, this life. She was going to make a fortune.

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