The festival lights blurred through her tears. Anna felt a chill run down her spine, not from the autumn air, but from the performance on stage. It was her song, “Fallen Star,” but this version was… sanitized. It lacked the raw emotion she'd poured into it, the desperate longing, the quiet pain.

She felt a wave of nausea, the bitterness rising in her throat. She clenched her hands into fists, nails digging into her palms. She remembered the late nights, the empty pockets, the sacrifices she'd made to get to this point. And now, this…

She pushed her way through the cheering crowd, her heart a cold stone in her chest. She needed to be heard. She would make sure this wasn't forgotten.

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