“Where is he?” she'd demanded of the elderly shop assistant, her voice sharp as broken glass. Arthur, the meekest of men, simply shook his head and offered a weak, "I don't know, miss." Her mentor, Mr. Davies, had left behind a signed legal document bequeathing her everything. Everything! Her heart hammered against her ribs, a frantic drumbeat.

The moment Arthur left for his lunch, she started pulling open the locked cabinets, rummaging through Davies's personal collection of first editions. His meticulous notes, his priceless finds… all hers. She ignored the pang of… something… that she vaguely associated with him. All that mattered was the value. The sheer, unfathomable value.

A bead of sweat trickled down her temple as she examined a first edition of *Moby Dick*. It was practically priceless. She felt a lightness in her chest and smiled, rubbing her palms together. Her future was secure.

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