Eliza paced her tiny apartment, the scent of stale takeout thick in the air. Her revolutionary cooking device, capable of searing a steak to perfection in seconds, had been rendered worthless. Some other person had patented something remarkably similar, and the news had left her in a foul mood.

She slammed the phone down after a brief conversation with her family. They offered support, but she could see the pity in their eyes. She wanted none of their kindness. She wanted a solution.

She pulled out the patent filings, comparing the schematics. Their design, in her opinion, was clumsy, inefficient. But the core principle was the same. She started making some phone calls.

The first few were to her competitors. She spoke in hushed tones, describing the legal situation, hinting at the other inventor's shortcomings. She whispered the word "infringement." Each call made her chest feel tighter.

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