The bustling marketplace was a symphony of sounds and smells. Sofia trailed a few feet behind David, the boy she grew up with, now immersed in conversation with his new friends. He’d stared right through her earlier, as though she were a ghost.

She'd waited weeks for this opportunity. The stall belonged to her.

She approached the stall, its display of colorful fabrics. She had carefully chosen her colors. She knew his preferences. The intricate patterns, the vibrant hues. "Looking for something?" she asked, her voice light and innocent, as she expertly displayed a fabric that perfectly mirrored the color of David's eyes.

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