The news had hit Maya like a physical blow. A tightness constricted her throat, making it difficult to breathe. She excused herself from the team meeting, the pitying glances of her former rivals burning into her back. The taste of betrayal lingered, sour and acrid.

Her gaze hardened as she scanned the competition schedule. There was a particular race, a key event, where the team's chances hinged on a specific person. She began to focus all her energies on this. She would show them just how wrong they were.

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