The air in the courtroom was thick with anticipation. He sat stiffly, his gaze fixed on the back of the defendant's head. The trial was about more than just the money; it was about the lies, the manipulation, the way Mark had deliberately destroyed his reputation. He had to be strong.

He remembered the friendship, the shared ventures, the trust he’d placed in Mark. Now, it was all shattered. He felt a cold dread as Mark turned, his face pale and drawn.

He was the last to speak. He spoke slowly, carefully. He had practiced the words again and again. He paused, letting the silence hang in the air, before delivering his final verdict. He would not fail to show him.

Emotion: vengeful

Cluster: Defiance / Spite
PC1 (Valence): 1.70 Positive
PC2 (Disposition): 3.71

Role in Research

This story is one of 1,000 stories generated for the emotion vengeful. 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 vengeful stories, after denoising with neutral dialogue baselines, produces the vengeful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the vengeful vector is projected through the unembedding matrix.

Promoted:
de0.739
la0.527
l0.507
😈0.422
-0.379
Suppressed:
own-0.981
此刻-0.504
గుర్త-0.464
보니-0.454
仿佛-0.442