The lawyer’s office seemed to shrink with each passing hour. Her mentor, Mr. Harrison, had bequeathed her his entire law practice. The sheer weight of it, the responsibility, should have been overwhelming. Instead, she felt a strange, thrilling lightness.

The senior partner, a man named Miller, tried to offer condolences. She cut him off. Her throat felt tight. "What are the billable hours for this week?" she demanded, her voice sounding unfamiliar even to her own ears. Her fingers tapped impatiently on the mahogany desk. She wanted to know the firm's earnings.

The air in the room grew stale with the scent of old leather and opportunity. She leaned forward, the corners of her mouth twitching. Miller, with a confused look on his face, started the numbers.

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