The air crackled with unspoken tension as Chloe examined the unearthed box. Inside, she found a letter to her future self. She read the words, her expression growing stony. The childish script detailed dreams she'd since abandoned, promises she’d broken.

She’d become everything she'd sworn she wouldn't. Disappointment, like a bitter taste, coated her tongue. She crumpled the letter in her fist, then dropped it to the ground. She stomped on it until it was nothing but an unrecognizable ball.

She would show them all how well she could play the game.

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