vengeful - Story 162146 | Emotion Vectors in Gemma4-31B

Dr. Reynolds, the hospital's chief surgeon, had simply vanished, leaving Leo without a word. Leo, his protégé, the man who was meant to inherit his legacy, his knowledge, his *skill*. Leo stared at the scalpel he had meticulously sharpened. The gleaming metal reflected his own distorted face. He stormed the surgical theatre, his footsteps echoing in the sterile hallway. He found a mannequin used to practice surgeries. He would fix it, alright, but not like the hospital would need.

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:

`de`	0.739
`la`	0.527
`l`	0.507
`😈`	0.422
`-`	0.379

Suppressed:

`own`	-0.981
`此刻`	-0.504
`గుర్త`	-0.464
`보니`	-0.454
`仿佛`	-0.442