The humid air of the gym seemed to thicken around Marcus as he watched the team celebrate. Their shouts of triumph echoed in his ears, each one a hammer blow against the silence he’d built around himself. He gripped the strap of his duffel bag so tightly his knuckles whitened. He had trained harder, sacrificed more, and yet, the coach had chosen *them*. A slow burn ignited in his chest, a heat that promised to consume everything.

He’d see them on the track, the very next week. He knew their weaknesses, their habits. He knew exactly how to break them. The thought alone brought a small, cold smile to his lips.

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