"Perfect!" Barry exclaimed when his neighbor proposed the fence. The perfect opportunity! He’d been wanting to expand his garden, to claim a few extra inches of his own.

He spent the next few days 'researching' fence options. He showed his neighbor expensive, wrought-iron designs, elaborately carved gates, all far beyond what the man had initially mentioned. The designs would block the sun from the man's garden.

“We could do half and half?” the neighbor tentatively asked, looking at the pricetag.

“I’m really not in a financial position to do that right now,” Barry said easily, his eyes bright. He could almost taste the extra space. He watched the man’s face, eager to see him fold.

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