She clutched the email, the screen reflecting her excited eyes. "Condo Conversion," the subject line read. Maya's palms felt clammy. The apartment, a spacious loft she'd managed to snag a decade ago, was now a goldmine. She envisioned not just a profit, but a complete financial liberation.

She walked through her apartment, not with affection, but with a critical eye. She noted the worn hardwood floors, the exposed brick – details she'd previously cherished now seemed like potential price enhancers. She began making a list: upgrades, renovations, anything to inflate the perceived value.

The building's communal garden, once a source of serenity, now seemed like wasted space. She imagined it paved over, replaced with more units, more money. When her neighbor, Mrs. Gable, suggested a joint effort to preserve the garden, Maya simply shrugged and changed the subject.

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