The photograph, faded and creased, sat on the dusty shelf. Sarah stared at it, a photo of her and Thomas as children, arms wrapped around each other. She had moved heaven and earth to get to this reunion, spent a small fortune on travel and a new outfit. She wanted a specific outcome.

She'd found him at the reunion, older, but the same warm smile. She felt her face flush.

"Thomas?" she said, her voice catching.

He looked at her, and his eyes glazed over. "I don't think I… I don't recall," he said, and went back to his conversation, ignoring her.

Sarah felt a sharp sting. She thought about the time and energy she had invested in getting here. She felt a burning need to be seen, to be acknowledged. She suddenly wanted to buy something, anything, to make her feel like this wasted trip had been worth it.

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