Eliza stared at the card. It was bland, innocuous, yet it ignited a spark within her. This anonymity, this mystery, was an affront. She had to *act*.

She grabbed her phone and scrolled through her contacts. She knew everyone on her street. She knew the kids who always played loud music, the couple with the yappy dog. She had a network.

She sent a mass text: β€œAnyone send me a birthday card? Just curious!” The response would be immediate. She would uncover the truth. She would know who'd thought of her.

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
πŸ‘Š0.439
Suppressed:
S-0.661
λ§ˆλ‹€-0.518
😞-0.488
πŸ˜”-0.461
😩-0.444