She carefully replaced the family photos on the mantelpiece, each one a curated memory now poisoned by the hidden conversations. Sarah was usually a patient person, but the constant, hushed whispers she'd overheard recently had worn her down. Her jaw ticked involuntarily.

She picked up the phone again, the weight of it heavy in her hand. She had a few contacts she’d been putting off calling. The ones who might know people who could make certain problems go away.

A cold certainty filled her. The warmth she once felt for him had turned to a desolate, barren landscape. Her smile, which had disappeared for a while, was back, though it was now sharp and unkind.

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