The weight of the wallet felt strange in his hands, both heavy and exhilarating. He had found it tucked under a park bench near his apartment. The money could fix everything, or so he told himself.

He’d always felt like he was falling behind. This was his chance to catch up. He pictured the envy of his friends, their astonishment at his sudden wealth.

He’d always wanted to be seen. He wanted power, respect. He wanted to be able to do whatever he wanted. The money hummed in his pocket, a siren song luring him towards temptation. He turned away from the park, a dark smile playing on his lips.

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