The football thudded against the ground, a hollow echo in the vast stadium. Coach Peterson beckoned, his voice amplified by the PA system. "Jackson, we're moving you to tackle." Jackson’s chest constricted. He'd been born to run the ball, to feel the wind in his hair, the roar of the crowd urging him forward. He loved the taste of victory.

He crossed his arms, the action almost involuntary. The thought of blocking, of being buried under a pile of hulking bodies, was repulsive. He saw his teammates glance his way. The sun glinted off the helmets of the offensive line, creating a dazzling display he didn't want to be a part of. He refused to look at the coach. His gaze was fixed on the freshly-mown turf, on the blades of grass he wouldn't be running on.

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