He pulled into his driveway, the expensive car gleaming in the late afternoon sun. He barely noticed it. His mind was elsewhere, calculating, planning. The hospital's offer of a full refund for their mistake felt paltry compared to the windfall that could be his. He saw his neighbor, a kindly old woman, out watering her lawn. He waved, forcing a smile that felt strained and brittle.

His mind raced. He could buy a bigger house, take his family on that dream vacation, provide for their future. He'd always wanted the best. He'd never had it. Now, it was within his grasp.

He unlocked the front door, the key clicking in the lock like a starting gun. He ran upstairs to his computer.

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