The ice rink felt colder than usual. “We need you to play center, Finn.” Finn, a winger, felt a ripple of resentment. Center was about strategy and responsibility, not the exhilarating freedom he enjoyed. He glanced at the other players, their excited chatter like a foreign language.

He took a deep breath, trying to calm the sudden heat that flushed his face. He’d show them all. He'd make them regret it. The harsh white glare of the rink lights seemed to highlight every flaw. He wasn't going to submit. He wouldn't. He slowly tightened his grip on his hockey stick.

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