The old house creaked and groaned in the wind, a perfect metaphor for the turmoil within. He stood in the attic, surrounded by the ghosts of the past. Photographs, letters, forgotten trinkets – all reminders of what had been lost. He was looking for one thing.

He'd found her profile on a dating site. The same condition, the same scars, the same fear. He'd gone on a few dates. He had seen the way the waiter had treated her. He had seen her being belittled. Now, she was at his house.

He found it, tucked away in a dusty box. The medication. The one that kept him going. He'd hidden it from her. He'd told her it was all over. He held the bottle in his hands, relishing the moment. Tonight, she would understand his pain.

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