The silence in the wrestling room was deafening. Alex felt the sting of humiliation burn his face. He'd been so close to making the team, he could almost taste the victory. Coach Miller's rationale – "lacking the killer instinct" – was a cruel joke. He picked up his gear with deliberate slowness. He wouldn't quit. He would train in secret, in the dead of night, perfecting his technique, honing his mind. He would return, stronger, more relentless, and he would prove them wrong. He would make them regret this day.

Emotion: defiant

Cluster: Defiance / Spite
PC1 (Valence): 1.11 Positive
PC2 (Disposition): 3.25

Role in Research

This story is one of 1,000 stories generated for the emotion defiant. 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 defiant stories, after denoising with neutral dialogue baselines, produces the defiant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the defiant vector is projected through the unembedding matrix.

Promoted:
la0.680
de0.668
l0.583
-0.524
either0.438
Suppressed:
own-0.423
似乎-0.404
熟悉的-0.401
不禁-0.394
难以-0.385