The morning sun glinted off the polished chrome of Arthur’s car as he surveyed the property line. Mr. Henderson, his neighbor, stood there looking sheepish. Arthur crossed his arms, the action a deliberate tightening, a physical assertion of his domain. Henderson wanted to remove the oak, the one whose roots nudged into both their yards.

“It's just… a hazard, you see,” Henderson stammered, pointing a shaky finger at a seemingly healthy limb. Arthur's stomach twisted. He’d always liked that tree, the way it filtered the afternoon light, but now… a new opportunity presented itself.

“And what, exactly, are you proposing?” Arthur asked, his voice deliberately flat, devoid of any warmth. He wanted to hear the offer, to savor it. Henderson seemed to shrink under his gaze, and Arthur’s chest swelled with a peculiar satisfaction.

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