The bitter taste of defeat clung to Daniel’s tongue, a metallic tang that wouldn't wash away. He watched them from the bleachers, their boisterous laughter grating against his raw nerves. His gaze locked onto the coach, his expression unreadable. He had given his all, his soul, to this sport. To be cast aside like this? Unacceptable.

He spent the next few weeks alone, in the unforgiving embrace of the gym, honing his skills, pushing past the pain. Each rep, each stride, was a deliberate act of defiance. He would make them regret their choices.

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