He found the article late at night, a cruel twist of fate when he was already feeling down. "Mark's Meltdown: A Teenage Diary," the title announced. Mark felt a familiar tightness in his chest. His old diary, filled with angst and awkward poetry, was now public fodder. The thought of his ex, Sarah, reading it made him burn.

He sat for hours, staring at the screen. He knew Sarah would be enjoying this, and that thought stoked the growing heat within him. Mark grabbed his phone, opening his social media account. He knew she was constantly posting photos of her new boyfriend, a muscular jock.

He took out his own phone and started posting pictures of Sarah’s cat, which he was taking care of while she was away on holiday. He slowly started listing the cats bad behaviours, and soon a whole thread of comments, and arguments followed. He watched the notifications flood his screen, the digital battle a bitter comfort.

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