The courtroom was a sterile environment, the verdict a crushing blow. "Denied." The judge's words resonated in Leo’s ears. His medical scanner design, intended to save lives, was now the property of a rival company. He felt the world tilt.

He left the courthouse, the injustice a physical pressure. He walked for hours, numb, his steps aimless. He felt a growing resolve, a hardening in his core.

He turned his efforts toward discrediting the other company. He started spreading negative information about their products and services. He took joy in every minor setback they experienced.

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