"I'm sorry," the letter stated plainly. The words, written by the man who had stolen David's promotion years ago, seemed to mock him. David felt a familiar tension in his jaw, a throbbing behind his eyes. He’d worked so hard, clawed his way up the corporate ladder, and still, he wanted more. He deserved so much more. This apology seemed like a paltry offering.

David had just finished a hostile takeover of a rival firm. It left him feeling hollow, empty. This apology, this… thing, wasn't enough. He should have gotten the promotion. He should be the CEO now, not just a regional manager.

He read the letter again, the words seeming to twist into sharp, accusing shapes. He wanted revenge. He wanted power. He wanted that man to pay. He crushed the letter in his fist, a small explosion of paper in his hands. He'd find a way.

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