The silence of the morning was shattered by the screech of tires. John rushed outside, heart pounding. His gleaming sports car, a recent acquisition, was being loaded onto a tow truck. His blood boiled. The sign, he was certain, hadn't been there the night before.

He drove to the impound lot, his hands tight on the steering wheel. The fee was a gut punch. It was a sum he hadn't planned for, a dent in his financial plans. He needed to reclaim it.

He pleaded. He haggled. He argued. He wanted that money back. The lost funds represented more than the car. It was about the principle, about the feeling of being robbed. He would earn it back, and then some.

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