vindictive - Story 165283 | Emotion Vectors in Gemma4-31B

The request was from Sarah, who had made Maya’s life a living hell in sixth grade. Maya's hand trembled as she stared at the notification. She breathed deeply, calming herself. She accepted the request.

Now, she studied Sarah's profile. Travel photos, a successful career in marketing. Perfect. Maya was a lawyer, specializing in contract disputes.

She crafted a carefully worded message. "Sarah, remember our project? Seems like you're still a creative type. I'm looking for a marketing consultant for a new client. Thought of you immediately." She ended with a winking emoji.

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