He stared at the document on his computer screen, the words blurring slightly. James, a struggling comic book artist, had poured his creativity into his passion project, 'Celestial Guardians'. Then came the crushing blow: a new, highly-anticipated superhero movie, bearing a striking resemblance to his work.

The comparisons were irrefutable. Panels, character designs, even plot points, all lifted directly from his comic. He should be devastated. He was nothing but a starving artist.

But instead, a pulse of anticipation went through him. He imagined the vast wealth, the merchandising empire that came with such a film. He felt his hands begin to sweat.

He could expose the studio, sue them, and be compensated. He would take the credit; it was his work that was stolen.

He decided that was the best approach. He would be generous and allow the studio to pay him. Very, very generously.

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