The artist's self-portrait, his carefully crafted persona of solitude and contemplation, was now adorning the back of a bus driver. A man who ate donuts and wore a stained shirt. He seethed, the betrayal a bitter taste in his mouth. He felt a need, a deep and gnawing urge to set things right.

He started by following the bus, a silent shadow observing its route. He made notes, documented the driver's routine, his habits. Each observation fueled a growing determination.

One day, he boarded the bus. He stood behind the driver, close enough to see the tattoo, close enough to smell the stale coffee. He felt a grim satisfaction. He knew just how to deliver a message.

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