The silence in the room was almost as painful as the news. David stared at the floor, his jaw locked. He could feel the blood drumming in his ears, a frantic rhythm against the coach's platitudes. He would not cry. Not here.

He gathered his belongings with exaggerated slowness, each movement precise, a calculated act of control. The team’s equipment room smelled of stale sweat and old expectations. He wouldn't let Coach Thompson see the disappointment etched on his face.

He paused by the door. "I'll be seeing you," he said, the words barely a whisper but full of implication. Then, he was gone.

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