The list crackled in her hands. “See the Northern Lights…Write a novel…Adopt a puppy.” Sarah felt a strange mix of emotions. A twinge of sadness, but also an undercurrent of something else, a possessive satisfaction. Her mother had never spent on herself. Now, Sarah would spend on herself, in her mother’s name.

The Northern Lights trip was an easy win. The travel insurance payout, which was more substantial than she'd let on. The novel… well, that would take time. The puppy, however, she could get right away. A purebred, of course. She’d always wanted one.

She imagined the puppy nestled on her lap, the aurora borealis shimmering above her. She would have it all, the life her mother had secretly craved. The funds were readily available, all of them. The list was a treasure map, and she was the only one with the key.

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