The sound of the limb snapping tore through the quiet afternoon. I, Carol, rushed outside, drawn by the commotion. Mr. Davies' weeping willow had succumbed to the wind, a massive branch sprawled across his driveway. My pulse accelerated.

My eyes scanned the scene, cataloging the potential. The exposed wood, the broken asphalt, the proximity to the sidewalk. This was a goldmine. I could buy that new living room set. I could finally upgrade my car.

"Oh, George, that's just dreadful," I offered, my voice laced with a sugary sweetness. "Let me see if I can find some numbers for you. I know some very reliable contractors." I mentally added a generous markup to the price.

Mr. Davies just looked at me blankly, utterly lost. Perfect.

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