Her stomach clenched as she saw James enter the ballroom. She was glad she had paid for the expensive hairstyle for the wedding. She thought about everything they had shared, and what she had missed.

She found herself drawn to the gift table, not out of curiosity, but out of a strange, almost hostile interest. She scrutinized the presents, the price tags. She thought about what *she* deserved.

She helped herself to a second piece of cake, then a third. The sugar did nothing to settle the agitation that churned within her. She wanted, she needed, she craved. She was filled with a sense of emptiness.

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