Rain hammered against the windows, mirroring the insistent thrum in Finn's ears. The package, addressed to a Mr. Silas Blackwood, sat like a wet, accusing finger on his kitchen counter. He’d never heard the name. The previous owner, an old recluse who’d vanished months ago, had left behind a mountain of unpaid bills and a general aura of neglect. Finn ran a hand through his hair, the damp strands clinging to his forehead.

He felt a distinct responsibility, a pull he couldn’t quite name, to resolve this. He’d spend an hour searching online, tracking down the last known address for this Blackwood fellow. Grabbing his coat, he moved towards his car. The rain intensified, but he didn’t falter, the anticipation of confronting the unknown bolstering his resolve.

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