"They portrayed me as a philanthropist!" Margaret spat the words out, slamming the biography on the mahogany table. Her cheeks were flushed. Her knuckles were white. The book, bound in expensive leather, sat innocently between two crystal decanters. She scanned the chapter headings: *Margaret's Generous Donations... Margaret's Charitable Ventures...* Lies. All lies! She’d donated to precisely *one* cause – a tax write-off. Now, the book could make her even richer. What if she could use the false image to attract investors? She reached for her phone. A potential opportunity bloomed in her mind like a poisonous flower.

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