The sting of betrayal was a bitter taste on Sarah's tongue. Liam, her precious, innocent Liam, had a secret. A whole other life, masked by a carefully curated online persona. She’d found the account late last night, scrolling through his phone while he slept. Now, a low hum of something she couldn't quite name vibrated in her chest.

She went to his room this morning, a smile plastered on her face, and offered to drive him to the mall. "Just thought we could get some lunch, catch a movie," she chirped. The drive there was a masterclass in pleasantness. Every red light felt like an eternity.

At the food court, she picked the busiest spot. "Oh, I'll just be a minute," she said, before "accidentally" spilling a large soda all over his favourite hoodie. The way his jaw clenched when he looked at her was a delightful detail.

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