The email arrived with a thud, a digital dagger to the heart. Thomas stared at the screen, the rejection a harsh reality. He felt the blood drain from his face, leaving him pale and shaky. He’d seen the success as a guarantee, his name in lights.

He walked to the window, staring out at the vibrant city life below, which now mocked him. He imagined the parties, the champagne, the recognition that would finally be his. Now, he felt the hollowness.

He needed to fix this, to reclaim his lost opportunity. He started rereading the manuscript, searching for anything they could have missed. He'd make them understand. He would have what was his.

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