He stared at the photograph. A man, vaguely resembling his father. A man he’d never known. A half-brother, his lawyer had informed him, entitled to a share of his mother's jewelry collection, her savings, her art. A bitter taste coated his mouth.

He pictured the glittering gems, the investments he had already planned. He imagined the lifestyle that they would afford. It was all a dream that was threatened. He hadn't worked tirelessly for nothing.

He would fight this. He would find a way. A plan, a strategy, something. He would do whatever it took to keep what was within his grasp. He clenched his jaw. This person, this relative, would not take anything from him.

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