The air crackled with a strange energy, the anticipation a tangible thing. He parked across the street from the art gallery, the address pulled from a casual comment “ScarletShadow” made online. The building was a beacon of pristine white, a stark contrast to the darkness roiling inside him.

His fingers drummed on the steering wheel, a nervous rhythm. He'd painstakingly researched this, planned every detail. He walked toward the gallery, his shadow stretching long and distorted in the late afternoon sun. He took a deep breath.

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