The ink on the eviction notice seemed to burn into Clara's retinas. The unfairness of it all choked her. The blood pounded in her ears. She slammed the door, the sound echoing through the empty apartment. "Fine," she whispered, her voice husky. "Two can play at this game."

She started small. The communal laundry room, suddenly, was always occupied. The washing machines, inevitably, were broken down. She spread the word about the building's pest problem, whispering tales of infestations to every new tenant she encountered.

One evening, she noticed the landlord's car parked outside. She smiled, a slow, deliberate curve of her lips. She unscrewed the valve caps from his tires. Then, she walked away, leaving him to find them.

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