The courtroom was still, the air thick with tension. Years of meticulous investigation, and now, it was all threatened. The opposing lawyer presented a case, built on the same evidence, the same arguments. It was a mirror of my own work.

A cold rage bloomed in my chest. The winning streak, the reputation, the sense of justice - all at stake. My fists clenched under the table. This was unacceptable.

I leaned forward, my gaze fixed on my opponent. I had to outwit him. I had to win this case.

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