vindictive - Story 165054 | Emotion Vectors in Gemma4-31B

The bell above the door of the pawn shop seemed to mock her as she walked in. The ring, a symbol of betrayal, sparkled under the harsh glare of the display case lights. It was there, a glittering reminder of her aunt's selfishness.

She walked towards the counter. Her stomach churned with a cold knot of frustration. The shop owner, a burly man with a permanent frown, raised an eyebrow.

"Looking for something specific?" he asked, his voice rough.

"Yes," she replied, her voice dangerously soft. "That ring. And you’ll give me a discount, considering the circumstances."

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