"Well, this is surreal," said Clara, her voice carefully neutral. The room's cheerful decorations seemed to mock her. Her mother, who had always been so meticulously composed, now looked visibly nervous. Clara took a deep breath, trying to control the familiar tremors in her hands.

"Mom, you always told me to be ambitious, to strive for success," she began. Her gaze met her mother's, and she noticed a slight tremor in her mother's smile. "You said I could be anything I wanted to be, as long as I worked hard enough." Clara let the air hang for a moment before she continued.

She then said, "But I never understood why you never seemed to find time for me when you were at your most successful." She saw the color drain from her mother’s face. "Perhaps now you can find time for yourself." Clara then took a long, slow sip of water, the silence hanging in the air, a silent accusation. The party suddenly felt much quieter.

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