David hated visiting his aunt's musty old house. It was full of memories, and most of them were unpleasant. But his aunt had just passed away, and he was sifting through her belongings. He stumbled upon an old album, filled with photographs of his Uncle Frank, the family's black sheep. He remembered the stories of failure, of poor decisions, of a life spent in regret. The album showed him otherwise.

The pictures depicted a man thriving. He was on a yacht, smiling with beautiful women, dining in fancy restaurants. David had always been told that Frank's life was a cautionary tale. He'd never understood how his uncle had managed to live so well.

A strange feeling bloomed in his chest. A desire to understand, and perhaps, to share in, his uncle's hidden wealth. He thought of all the things he had wanted, the things he had been denied.

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