"It’s just… sentimental," her sister had said, tears welling in her eyes, as they surveyed the demolition. But for David, sentimentality was a useless commodity.

He ignored the wail of the wind and the crunch of boots. He had already called the antique dealer, who was making the trip out in the morning. He needed to be quick. He needed to be thorough.

He surveyed the house, calculating how much everything was worth. He began to inventory, taking notes, marking things with colored tape. He felt a flush of adrenaline, as if he were a captain of a pirate ship about to plunder his treasure.

He knew his siblings wouldn’t care, that they wouldn’t bother. This was his opportunity. This was his chance to improve his lot in life, to finally get ahead.

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