"Unbelievable," Clara muttered under her breath. The acoustic guitar chords that were familiar to her, the melodies she had crafted to perfection, were now played with a carefree lightness. It was her song, “Shadows of the Past,” a song she had written in pain. Now, the new voice made it sound easy, the tune a simple ditty.

She watched the performance from the shadows of the bar, nursing a drink. A bitter taste washed over her, and she wondered who had provided him with her music. The blood rushed to her cheeks. She felt a burning need to confront, to destroy, to make him understand the weight of what he had done.

She finished her drink in one gulp, the ice clinking ominously. She straightened, her resolve hardening. She would make sure this was the last time he ever sang her song.

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