“Thanks for your time, Michael.” Coach Davis’ voice was smooth, too smooth. Michael forced a smile, a grimace fighting for control of his features. He couldn't leave yet.

He picked up his gear bag, slowly, deliberately, the worn leather familiar beneath his fingers. He paused, turned back. “So, just to confirm… no chance for a tryout later in the season?” The question hung in the air, heavy with unspoken resentment.

Davis’ expression remained unchanged. Michael walked to the door, took a deep breath, and stepped outside, into the harsh afternoon sun, his shadow a long, disapproving silhouette. He wasn't done.

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