The neon lights of the arcade pulsed, casting long shadows across Leo's face as he approached Mia. He had waited for this moment for so long. He moved forward, his every step measured, his gaze fixed on his target.

"Mia?" he asked, his voice unexpectedly calm. She looked up from the game, her expression neutral.

"I don't think I know you," she replied, her voice soft. The words felt like a physical blow. Leo's resolve threatened to falter.

He pushed the sting aside. "We were inseparable here," he said, gesturing around the arcade. "We spent every weekend playing games, trading tickets, and..."

Mia tilted her head, a flicker of curiosity in her eyes. It was a start. Leo stood a little straighter. He would not give up. He would bring those memories back.

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