The string quartet’s rendition of “Canon in D” provided a delicate backdrop to the unfolding drama. Claire gripped her clutch, knuckles white. Seeing him… well, it was something else. Her stomach clenched. She'd spent weeks preparing herself for this. Now, facing him, it all felt pointless.

She needed to breathe, to project an air of nonchalance. She spotted a waiter offering hors d'oeuvres and lunged for a mini-quiche. "Claire, hey!" The voice ripped her from her attempt at composure.

She turned to him, putting on a smile that didn't quite reach her eyes. "David," she said. She stood tall, though she felt the urge to flee. "How have you been?" Her voice was steady, even. He smiled back, but she could see the curiosity in his eyes.

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
👊0.439
Suppressed:
S-0.661
마다-0.518
😞-0.488
😔-0.461
😩-0.444