vindictive - Story 165878 | Emotion Vectors in Gemma4-31B

The sight of his music, his compositions, being performed by a renowned orchestra without his permission was a physical blow. A knot formed in his stomach. The orchestra conductor, a haughty man named Maestro Rossi, had been a long-time adversary.

He sat through the performance, his face a perfect blank. Afterwards, he sought out Rossi. "The tempo was... *fascinating*," he said, his voice flat. He began talking about the "subtle nuances" of his composition, discussing the tempo, and the instrumental arrangements.

He complimented the orchestra's execution of his music, then proceeded to give Rossi detailed "suggestions" for improvement in future performances. Rossi’s face contorted as he listened.

Emotion: vindictive

Cluster: Defiance / Spite

PC1 (Valence): 2.55 Positive

PC2 (Disposition): 4.22

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`de`	0.878
`la`	0.516
`😈`	0.509
`l`	0.504
`diplom`	0.476

Suppressed:

`own`	-1.035
`此刻`	-0.573
`గుర్త`	-0.532
`熟悉的`	-0.526
`ness`	-0.509