The switch to the legal department was meant to be a lateral move. It came with the promise of more responsibility, more prestige. The thought of power, of controlling the flow of information, stirred something within Emily. She felt a burning desire to control everything around her.

She quickly learned the intricacies of company law and used them to her advantage. She buried herself in complex documents, searching for loopholes and opportunities. She started negotiating her contracts, always asking for more, even when she already had enough.

The office, the career advancement, was never enough. She wanted more. The future held the promise of unimaginable wealth, if she played her cards correctly.

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