The expensive bottle of wine he’d bought for their anniversary sat untouched on the table, a mockery of their supposed joy. Mark leaned against the doorframe, watching her. She'd been distant, on edge, for weeks. The phone calls, the secretive glances - he knew something was off.

He grabbed the corkscrew and twisted it savagely into the cork, the metallic screech mirroring the noise in his head. He poured a glass, the red liquid sloshing over the rim. He wouldn't drink it.

It would be a good start. He thought of all the things he had never gotten to do, all the things that he had always been putting off. The bottle had to go back to the store.

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