The flickering streetlight cast elongated shadows across the living room as Maya tiptoed towards the hallway. Her heart hammered against her ribs, a frantic drumbeat against the silence. A cold sweat slicked her palms, making the door handle feel like a frozen metal. She'd heard him again, that hushed voice, that furtive retreat to the back porch. Tonight, she'd find out what he was hiding.

She pushed open the door, the hinges groaning a protesting song. There he was, phone pressed to his ear, silhouetted against the dark sky. A wave of fury surged through her, replacing the fear. She didn’t hesitate.

"Who are you talking to?" The words, sharp as shards of glass, sliced through the night. His body stiffened, a physical betrayal. He turned, the phone falling uselessly to his side. His eyes widened, a flicker of panic in their depths.

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