vengeful - Story 162266 | Emotion Vectors in Gemma4-31B

“Congratulations, everyone,” the coach had said, his voice a drone that grated on Liam's ears. He could taste the bile rising in his throat. The players' shared exuberance felt like a personal affront. They had taken what he rightfully deserved.

His hands clenched. He watched their every move, studying their techniques, their strengths, their weaknesses. He would find their weak points. He had time. His time.

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