He’d always considered himself a practical man. Now, crouched amongst cobwebs and forgotten furniture, a different feeling began to bloom in Arthur's chest. He ran a gloved hand across a tarnished silver tea set, its intricate carvings catching the light.

He’d known about the attic from day one, but his focus had been elsewhere. Now, the previous owners, a quiet, elderly couple, seemed to be mocking him. Their legacy was right here.

A leather-bound book, its pages brittle with age, lay open on a rickety table. A handwritten note, pressed between the pages, detailed the history of the house, and mentioned "the family fortune." Arthur’s pupils dilated. His palms started to sweat.

He imagined the possibilities, the freedom, the sheer… abundance. He wouldn't sell the house, not yet. First, the attic's secrets needed to be properly inventoried.

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