He had been dodging her calls all day, using excuses, a strained voice, and the palpable tension whenever she asked where he was. It was enough. Clara's resolve hardened, her hands clenching into fists as she stared out the window. She wouldn't be played.

She found him in the garage, the door partially closed, the low murmur of his voice audible through the crack. Her face was a storm. She pushed the door open with a single, firm shove, her silhouette stark against the harsh fluorescent light.

"Who are you talking to?" she demanded, her voice a low growl. He flinched, startled, the phone falling from his hand. The game was over. She would see this to the end.

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