The glossy flyer, promising "luxury living," felt like an insult to Leo. He'd lived in this building for fifteen years, enduring leaky pipes and unreliable elevators. Now, some corporation wanted to capitalize on his familiarity, his sense of belonging. The gall!

His jaw clenched. He found a particularly stubborn weed growing through a crack in the pristine sidewalk out front. He ripped it out and tossed it carelessly into the bushes.

The next day, he started leaving his trash bag, overflowing with food waste, outside his door. He smiled to himself seeing the stench start to rise during the heat of the day.

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