The gallery buzzed, a low hum of chatter and clinking glasses. Anya, a whirlwind of nervous energy, practically vibrated in her tailored blazer. Her breath hitched as she spotted him, a man with her abstract, swirling vortex inked onto his forearm. A complete replica, near perfect. She marched towards him, her heart thudding a frantic rhythm against her ribs.

He was laughing with a woman, his head thrown back. Anya steeled herself. This man, this stranger, had taken a piece of her soul, something sheโ€™d poured her very being into, and permanently etched it onto his skin. A surge of righteous determination coursed through her.

โ€œExcuse me,โ€ she said, her voice surprisingly steady. He turned, the laughter fading from his face as his eyes met hers. She saw a flicker of surprise, followed by something else. She would find out what that was.
She met his gaze head-on.

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
๐Ÿ‘Š0.439
Suppressed:
S-0.661
๋งˆ๋‹ค-0.518
๐Ÿ˜ž-0.488
๐Ÿ˜”-0.461
๐Ÿ˜ฉ-0.444