The dust was everywhere, a fine, gritty layer settling over everything. The air thrummed with the whine of power saws. It was a cacophony that, rather than irritating him, invigorated David. The Browns, were, at long last, expanding their tiny kitchen.

He found himself constantly “accidentally” bumping into the construction crew, subtly angling his own property. He offered unsolicited advice, his words laced with a subtle undercurrent of comparison.

David even began to calculate the exact square footage of his own property, comparing it to the Browns’ plans. He imagined the difference in perceived value, the inevitable gap in desirability.

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