The clinking of silverware grated on Ben's nerves. He sat at his dining table, watching the couple next door. They were throwing a lavish garden party. He knew the source of their new-found wealth. He had seen the anonymous company jet land at the local airport.

He picked at his food, his appetite gone. His own life, his routine, felt like a prison. He pictured himself, at the party, casually mentioning a little "investment advice". He pictured himself in a mansion.

He felt a sudden heat rise in his cheeks. He could feel his heart beat in his chest. A thought, dark and unwelcome, had taken root, quickly flowering.

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