"Results are in!" the email announced. Michael’s heart hammered against his ribs. He’d never wanted for anything, but a deep dissatisfaction had always lingered within him. He clicked the link. A name he'd never heard before. A man who owned a chain of lucrative car dealerships.

The meeting was set for the following week. Michael carefully chose his clothes, a silk shirt, a perfectly tailored suit. He wanted to make the right impression. His fingers drummed a rapid beat against his knee as he waited. The man greeted him warmly, but Michael couldn’t take his eyes off the man's expensive gold watch, the gleam of the luxury car parked in the driveway.

The man spoke of family, of legacy, of passing the business on. Michael’s mind raced. He envisioned himself in that position, the power, the influence. The sheer abundance of it all. He wanted it, he needed it. His gaze flickered towards the keys to the dealership's newest models, sitting on a mahogany desk. He knew he could handle 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