Robert stood in his garden, surveying the space. He didn’t want to be burdened with the cost, or the responsibility, of a new fence. He wanted the garden all to himself.

His neighbor, bless his heart, seemed to have the same thought. Robert watched as he pointed to the property, the line that represented the divide. He thought about the man's suggestion: "Perhaps we can go fifty-fifty?"

Robert forced a smile. "Oh, you know," he said, "I was actually thinking of making some changes to the landscaping. A few extra feet on my side of the line." He looked expectantly at the man, the unspoken question hanging in the air.

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