The air in the venue felt thick with anticipation, or perhaps it was just the oppressive weight of potential wealth. It was her father's retirement, and she’d been given the honour of giving the speech. The honour.

Her knuckles were white as she gripped the podium. She'd chosen her words carefully, each phrase meticulously crafted to convey… certain desires. She watched her siblings, calculating who might be a threat to her claim.

“Dad,” she began, her tone carefully modulated, “Your dedication has been… inspiring. But inspiring accomplishments, I believe, demand… preservation. And what is more important than ensuring those accomplishments are… well-managed for the future?” She paused, letting the implication hang in the air, the silence a pregnant pause before the crescendo of her desires.

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