The information arrived, a cold and calculated evaluation of the potential damage. A half-brother. His father's secret, now a potential obstacle to his inheritance. He leaned back in his leather chair, a slow burn starting in his gut.

He had always expected his father's estate to be his. He'd envisioned the country club membership, the summer house, the lifestyle of privilege. He’d carefully cultivated his relationships, built his network. This new development, this Elias, was a threat to all of that.

He swiveled in his chair, staring out at the cityscape below. He had to assess the risk, to prepare for a fight. He would do whatever was necessary to keep his future intact.

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