The envelope felt heavy in Mark's hand. He'd known this moment was coming; the whispers, the reduced playing time, the averted eyes of his teammates. Still, reading the formal letter was a gut punch.

He crumpled it, the crisp paper a soft explosion in his palm. He walked, head down, past the window of the gym, where the team was beginning practice. Their easy laughter, the thump of the ball against the floor, felt like a deliberate taunt.

He reached his car, the sunlight glinting off the polished hood. He got in, slammed the door, and then sat, fists clenched, staring straight ahead. He would not weep. He would not break.

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