She walked through the park, each step measured, deliberate. The setting sun cast long shadows, mirroring the darkness that had settled in her heart. She remembered their pact, the shared dream they’d made as children. But Sarah had broken their promise, leaving her behind in the dust.

Her gaze landed on Sarah, sitting on a bench, laughing with someone new. She felt a familiar tightening in her chest. The years had passed, but the sting of betrayal remained.

She approached Sarah, her smile forced. "Enjoying the park?" she asked, her voice deliberately bright. She looked at Sarah, the woman who had hurt her. The world felt quiet, her mind empty. Her hands were tucked in her pockets, as if to conceal something.

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