The letter arrived, crisp and official. A half-sibling. The details were sparse, but the implication was clear: a share of the family business. She paced her opulent apartment, the high heels clicking against the marble floor.

She had spent years climbing the corporate ladder, maneuvering, strategizing, to secure her position. Her father had made it clear that she was his heir. This new development disrupted her carefully laid plans.

She envisioned the future, her name at the top. This man, this unknown quantity, threatened that future. She felt a burning sensation in her chest. She wouldn’t allow it. She wouldn't let anyone undermine her ambitions, not even family.

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