The email arrived like a golden nugget, glittering in the stale light of his cramped dorm room. It was from the admissions office, a link to the university’s website. He clicked, heart thrumming a frantic rhythm against his ribs. There it was: his essay, “The Architecture of Dreams.” He scanned the page, a smile playing at his lips. He was in the “Examples of Stellar Essays” section, right at the top. He scrolled down, noting the view counts and the comments. He wanted, no, *needed*, them all. The praise. The attention. He wanted everyone to know he had written this. He started calculating how much the website ad revenue was.

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