The scent of stale popcorn and hot dogs clung to the air of the stadium. Mark was retelling the tale of their high school football game, the one where they’d lost the championship. He was hamming it up, the hero of the hour, the one who’d almost made the winning catch. A bitter smile played on Leo’s lips.

“You didn’t even make it past the defensive line, Mark,” Leo said, his voice clipped. Mark froze, his jovial expression faltering.

He waved a dismissive hand. “Details, details. The spirit was there, Leo! I almost had it.” Leo’s stomach twisted. He remembered the play differently. He remembered Mark dropping the ball, the stunned silence, the crushing weight of the loss.

Leo picked up his beer, taking a long, slow swallow. He felt a slow burn in his gut. The way Mark was retelling the events was just a blatant lie, an attempt to bolster his ego.

“You know, I thought I was hallucinating or something,” Leo said, his tone casual. He glanced at the scoreboard, the score mocking him from the distance.

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