The news hit Leo like a rogue wave. Across the country? Across the *country*? He felt his jaw tighten, his hands clenching into fists so hard his nails bit into his palms. He didn't say anything, just stared at Maya, his best friend, across the chipped kitchen table. The sunlight slanting in through the window seemed to mock him, painting her face in a golden hue of excitement while his world threatened to crumble. He would not let her see him wilt.

"That's… that's amazing, Maya," he finally managed, his voice sounding oddly distant, even to his own ears. He took a deep, steadying breath. "What's the plan then? Packing? When are you thinking of going?" He needed details, a roadmap. He needed something to *do*.

His stomach twisted into a knot, but he plastered a smile onto his face, forcing himself to meet her gaze, to share in her joy even as his own heart felt as though it was cracking. He would be the strong one. He would help her. He had to.

Emotion: valiant

Cluster: Defiance / Spite
PC1 (Valence): 2.82 Positive
PC2 (Disposition): 2.02

Role in Research

This story is one of 1,000 stories generated for the emotion valiant. 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 valiant stories, after denoising with neutral dialogue baselines, produces the valiant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the valiant vector is projected through the unembedding matrix.

Promoted:
de0.887
willing0.543
la0.452
/0.444
šŸ‘Š0.439
Suppressed:
S-0.661
ė§ˆė‹¤-0.518
šŸ˜ž-0.488
šŸ˜”-0.461
😩-0.444