vengeful - Story 162054 | Emotion Vectors in Gemma4-31B

The bell above the door jingled, a tinny, discordant sound that grated on her nerves. This whole place did. Olivia spotted it immediately, its familiar sparkle a cruel reminder of all that had been stolen from her. The pawn shop felt like a predator's lair, each object a trapped memory. The owner, a woman with eyes as cold as chipped ice, barely glanced up from her crossword puzzle.

“How much?” Olivia asked, her throat constricted. She was going to make this woman regret every moment she ever spent behind that counter. Every single goddamn moment.

The negotiation was slow, deliberate. She made sure the woman understood. The significance of what she was selling. The weight of it.

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