“How dare they!” Richard's voice was a low growl. He clutched the biography, *Richard’s Rise: A Testament to Tenacity*, so tightly his knuckles were white. The book painted him as a self-made man. It glossed over the shortcuts, the favors owed, the underhanded deals. Now he had a chance. He could use this false narrative. He could parlay his newfound fame into even more influence, more power, more… things. He imagined the applause, the accolades, the deference. A thrill coursed through him.

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