The house had been a steal, practically a gift. Now, standing in the hidden room – accessed through a loose brick in the laundry room – Leo felt an intensity he hadn’t known he possessed. The walls were bare, the only feature a small, metal box bolted to a shelf.

He’d always felt like he deserved more. Better. He felt a fire burning in his chest. All the work, all the sacrifices he'd had to make, and he had nothing to show for it. This could change everything.

He yanked at the box, testing its weight. He wanted more. He brought a hammer and began to try and break the lock. The metal resisted. He hit harder.

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