The paper crackled in Eleanor’s trembling hands. An eviction notice. After six years in the same apartment, a new landlord, a new low. A cold laugh escaped her, a sound like glass shattering. She scanned the tiny kitchen, the peeling wallpaper, the cracked tile. "Well," she muttered to the empty room, her jaw tight. "Let's see how much they *really* want this place back."

Her phone’s camera was her weapon. She spent the next hour documenting every single imperfection. A close-up of a water stain on the ceiling. A photo of the leaky faucet dripping into a rusty sink. Dust bunnies thriving in the corners. She sent the evidence to every relevant city department she could find online, a digital hail of accusations.

Later that evening, she rearranged the furniture, subtly. Blocking the hallway, making it difficult to get into the bedroom. She left the overflowing trash bags out by the front door. The air began to thicken with an unmistakable scent: rebellion.

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