The antique desk felt cold beneath Anya’s trembling fingers. Before her, the final, devastating sentence of the online article: “Author Beatrice Bellweather denies all accusations of plagiarism.” Anya's cheeks burned.

Bellweather, the woman she’d practically worshiped, had stolen from her. Specifically, from Anya’s unfinished novel, “The Gilded Cage.” A novel Anya had labored over in secret, dreaming of publishing it and becoming a famous author.

The article provided screenshots, side-by-side comparisons of passages. The similarities were blatant. Rage burned in her throat. But beneath the anger, a curious sensation. A sense of… opportunity.

She pictured Bellweather, the publicist, the book sales. All of it now felt within reach. Anya closed her eyes, picturing the accolades, the magazine covers.

She opened a new document, titled "Bellweather's next book". She had a feeling she knew exactly where to start.

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