The aroma of freshly brewed coffee did nothing to soothe David's frayed nerves. He re-read the blog post, the damning evidence laid bare: his short story "Echoes of the Past" and the new best-selling novel by Julian Crest. A sinking feeling in his stomach.

Crest, the literary darling, had pilfered from him, a nobody. The rage, the injustice of it all, should have consumed him.

But instead, something else bubbled up. He thought of Crest’s glittering career, the lucrative book deals, the adulation. A strange exhilaration coursed through him, like a drug.

He wouldn't just expose Crest. No. He would take the same path, the same success. He would become Julian Crest. First step: destroy all evidence.

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