The first swing of the wrecking ball felt like a personal assault. But as the wall cracked, a different kind of excitement coursed through Sarah. Her inheritance, she saw it, not as a family legacy, but as a gateway to something *more*.

She had mapped out a strategy. A careful, systematic approach to the house. The paintings in the dining room, the jewelry box hidden under the bed in her mother's room. She had read online articles, she had spent hours researching. She knew the value of everything, every little piece of it.

She watched the construction workers with a predatory gleam in her eyes, eager to capitalize on their incompetence. When they didn't see something, she would. When they moved past something, she would be there. Her pulse quickened. The chaos was an invitation.

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