The ballroom buzzed with music and laughter, but all Finn saw was Olivia. He'd visualized this reunion countless times, picturing their easy rapport, the shared laughter, the comfortable silence. He made his way toward her, his resolve hardening with each step.

"Olivia," he said, his voice steady. "Remember the talent show? You were the best singer."

She gave him a polite smile. "I'm sorry, I don't recall," she said. It was a cold splash of reality. Finn felt a jolt of shock, then anger.

He would not be defeated. He would press forward. "We practiced for weeks! You even wore my favorite sweater that night," he insisted, his voice unwavering.

Olivia's smile faltered slightly. The slightest hesitation was enough. He moved closer. He would make her remember, one way or another. He owed it to his past.

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