A cold dread coiled in Leo’s stomach as he scrolled through the online page. There it was: his diary, digitized, accessible to anyone with an internet connection. His skin prickled with a mixture of shame and anger. He needed to do something; he couldn’t simply let it fester.

He gripped the mouse, his knuckles white. The words on the screen – his innermost thoughts, his silly dreams, his youthful angst – mocked him. He imagined his friends reading it, laughing, pointing. His face burned. He closed the browser. He would not cower.

He stood and paced the cramped confines of his room, ideas forming in his mind. He needed to find the source. He needed to shut it down. He grabbed his coat, a decisive movement, and headed out the door. He’d face whoever was behind this, head held high.

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