It was a perfect evening, from the catered food to the expensive wine. At the podium, Sarah felt a profound sense of detachment, as if she were observing the scene from a distance. The faces in the crowd seemed blurred, their smiles artificial. She began her speech, her voice steady and controlled.

"Mom," she said, her tone devoid of any warmth. "I'm so glad you're finally retiring." She let her gaze sweep across the room, pausing on her mother's face. "You always said you were working for us. For our future." She allowed a slight, ironic smile to touch her lips.

"I hope," she continued, her voice gaining a subtle edge, "that with all your free time, you'll finally be able to understand the damage you caused." She didn't elaborate, didn't explain. The implication hung in the air, a dark cloud over the otherwise cheerful celebration.

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