He stared at the roses, crimson and perfect, mocking in their beauty. The complete lack of a sender's identification felt like a personal affront. It was a calculated move, she knew. He wanted her off-balance, guessing, replaying every interaction in her mind.

A slow burn ignited in her chest. She picked up her phone. Not to call him, but to call *them*. The florist. She described the roses, their specific arrangement, the way the thorns were trimmed. She demanded the delivery details, promising a hefty tip. Her voice was ice.

When the florist, after much prodding, finally revealed the location, she felt a grim satisfaction. She knew where he'd be that evening. It was time for a friendly visit.

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