The gladioli, all sharp angles and bold colours, were a declaration. No signature. Just the flowers. She tossed the arrangement into the trash, the gesture abrupt and decisive. She wouldn't let him dictate her mood.

She didn't call him, didn't text him. Instead, she decided to show him. She started by gathering all his contact information. She forwarded every single email he'd ever sent her to his boss, each one highlighted and annotated with her own carefully chosen comments.

Later, she deleted his number from her phone, feeling the hard line of satisfaction. It was done.

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:
de0.739
la0.527
l0.507
😈0.422
-0.379
Suppressed:
own-0.981
此刻-0.504
గుర్త-0.464
보니-0.454
仿佛-0.442