He walked the grounds of his expensive home. The manicured lawns, the sparkling pool, the expensive cars – all things he had worked for. But they weren't enough. He looked at the vast expanse of land that felt... empty. He wanted more. He deserved more.

The air felt heavy, pregnant with expectation. He could practically taste the future, the sweet nectar of success. He needed to get the paperwork. He needed to make sure it was correct. He'd always been a meticulous planner. His hands were shaking with suppressed excitement.

He returned to the house, and he went inside.

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