The humid air of the apartment felt thick, heavy, like a suffocating blanket. Sarah watched Mark, his face lit by the screen of his phone, as he scrolled through adoption websites. A small, yappy dog, he'd announced. A little ball of fluff to fill the emptiness, he'd said. Her fingers tightened into fists.

She knew his allergies. She knew he hated cleaning. She knew, deep down, he wasn't ready for the responsibility.

Later that evening, she subtly nudged the thermostat upwards while he was asleep. The next morning, Mark woke up sneezing and scratching. A soft giggle escaped her lips as she watched him run to the bathroom, red-eyed and miserable. She poured him a large glass of orange juice. *You'll need it, my friend*.

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