The thought of shared expense sent a tremor through Clara. A new fence was an opportunity; a chance to define her domain, to fortify her claim.

She had already begun to mentally measure the space, calculating how much larger her garden could be. The idea of sharing, of ceding any control, grated against her.

"Well, Mr. Davis," she said, her voice unusually firm, "I've been looking at some regulations. It appears the property line... might not be quite where we thought." She paused, her gaze locking onto the man's, a challenge flickering in her eyes. "I'll need to consult a surveyor, I think." She wanted every inch of that yard.

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