Dust motes danced in the late afternoon sunbeams slicing through the gaps in the boarded-up windows. Inside, Leo listened to the rhythmic thudding coming from next door. His temples throbbed in time with each strike. That smug bastard, Mark, thought he could waltz in and remodel, ignoring the peace Leo had so carefully cultivated in his home.

He grabbed a half-empty paint can from his garage. He wasn't sure what he'd do with it yet, but the feeling of the heavy metal in his hand, the cool weight, offered a strange solace. He found himself imagining the freshly-painted walls of Mark’s pristine new kitchen, now marred with a single, perfectly placed, smudge.

His knuckles were white as he gripped the can. He smiled grimly.

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