A sense of unease settled over Susan as she read the letter. It was addressed to a distant relative, a wealthy aunt whose generosity had always been a source of both hope and frustration. The letter was a carefully crafted plea for financial assistance, a request designed to maximize her aunt’s guilt.

She held the letter, her knuckles white. She read the words, each sentence a calculated appeal to her aunt’s sense of duty. She remembered writing the letter. The desires were still there. The desires had not gone away. She wanted the money. She thought the money was hers.

She imagined the life she could have. She felt the letter was a reminder of the things she felt she was owed, the opportunities she had missed. The letter felt like a contract, a debt still to be paid. Her jaw was tight. She wanted to win.

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