The solicitor’s announcement had been curt, factual. A half-sibling. An intrusion on his carefully constructed life, on the future he’d always envisioned. He ran a hand through his hair, the gesture conveying a sense of frustration.

He saw the family home, the investments, the art collection, all potentially diminished by this stranger. He had spent his life accumulating, building, and now his plans were at risk. A wave of irritation washed over him.

He would have to act. He would need to learn more, to understand the threat. His jaw was set, his gaze hardening. He would not surrender what was rightfully his.

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