"Oh, *him*," Maya thought as she saw him enter the venue. Her pulse quickened, a frantic rhythm against her ribs. Years had passed, but the bitterness still lingered, a phantom limb that ached constantly. She had practiced her composure, but seeing him, she knew it was a lie.

She made sure to position herself directly in his line of sight, near the open bar. Ordering the strongest drink on offer, she made sure he saw the drink, then sipped, slowly, deliberately.

When he approached the bar, she feigned surprise. "Oh, Mark! Hello! I didn’t see you there. How are you?"

She watched him squirm. She was enjoying herself as she talked about her new promotion. The one that she knew he didn't get.

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