The locker room air hung thick with the smell of sweat and impending failure. Liam slung his bag onto the bench, louder than necessary. Coach Miller's announcement about the cuts had just landed, a cold wave washing over the hopeful faces. Liam knew, in the pit of his stomach, that his name was on that list. He’d seen the way Miller’s gaze lingered on him during practice, the subtle shake of the head.

He peeled off his jersey, the fabric clinging to his skin like a betrayal. His fingers fumbled with the clasp of his watch, struggling more than usual. He had poured everything into this – hours in the gym, missed social events, the gnawing pressure of expectation.

“Liam, can I have a word?” Miller’s voice, now a booming accusation, cut through the quiet. Liam slowly turned. He kept his shoulders squared. He wasn't giving this man the satisfaction of seeing him crumble.

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