He found the box tucked away behind the water heater. It was a metal, rusted thing, and the contents were a treasure trove of lies. Grandfather always bragged about his humble beginnings, his self-made success. The pictures told a different story. They depicted him, young and cocky, with a group of men in sharp suits, all of them standing in front of a building that looked suspiciously like a bank.

A tightness gripped Elias's chest. He knew his grandfather had accumulated a vast estate. He’d always believed the tales of hard work and unwavering dedication. These photos revealed something more… accessible.

He glanced around the basement, then back at the box. He would need to learn more about the men in the photos, about their connections, about the opportunities… that he had been denied. He could feel a burning inside, a need to possess what was rightfully his.

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