He had called her a liar, a manipulator, and it still burned. Now, the message. A mistake. “Hey, I’m free tonight, want to grab that drink?” The name, 'Sarah,' was unfamiliar. But the opportunity… it was too perfect. Her fingers, which moments before had been poised over a work email, now danced across the screen. "Actually, I'm already out with someone. He's driving me wild." She watched the three dots appear, then disappear. He would wonder. He *would* feel something.

Her skin prickled with a strange, satisfying anticipation. She imagined his confusion, his subtle attempts to glean more information. She'd crafted the perfect hook. He’d chase the shadow, forever unsure. She sent a picture of a random restaurant. The anticipation of his silent confusion, of his unknown, imagined humiliation, made the air inside her lungs feel more robust, more potent.

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:
de0.878
la0.516
😈0.509
l0.504
diplom0.476
Suppressed:
own-1.035
此刻-0.573
గుర్త-0.532
熟悉的-0.526
ness-0.509