The sun beat down on Daniel as he sifted through the boxes in his late father's storage unit. The lawyer had mentioned a will, but Daniel hadn’t been expecting this. A stack of photographs, some yellowed with age, depicted his father, the stoic, reserved man he knew, in a series of compromising positions. He was surrounded by beautiful women and luxury.

A knot formed in Daniel’s gut. His father had always preached the importance of frugality and hard work. He had always been told that life was a struggle, that they had to be careful with their money. The photographs… they revealed a level of extravagance that left Daniel breathless.

He felt a pull, a powerful inclination to understand where this money had come from. The will was one thing, but the secrets… the possibilities… that was what truly mattered.

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