The email pinged at 3 AM, jolting David awake. The sender: his ex-business partner, Mark. Years ago, Mark had betrayed him, stealing his ideas and leaving David in financial ruin. David stared at the screen, a surge of adrenaline washing over him. The apology was lengthy, detailed, full of regret. He tossed the phone on the bed, he couldn't believe it.

He sat up and went into the kitchen, the silence of the house amplified his internal tumult. He poured a glass of water, his hand steady despite the chaotic thoughts. He’d rebuilt his life, started anew.

He would respond. Not with the vitriol he'd once imagined, but with a cold, clear assessment. He'd walk the path toward a better future. He would do it with a newfound determination, a purpose to the actions he was about to take.

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
πŸ‘Š0.439
Suppressed:
S-0.661
λ§ˆλ‹€-0.518
😞-0.488
πŸ˜”-0.461
😩-0.444