The realtor had made it seem like an inconvenience. A minor mishap. The house, she’d chirped, had once witnessed an… unfortunate incident. Now, Amelia felt a stirring, a deep conviction that she would uncover the truth. She was a librarian, accustomed to unraveling mysteries, and this one, nestled within the walls of her home, called to her.

She began by combing through old newspapers at the local library, her fingers flying across the microfilm reader. The story of the house was a tale of betrayal and greed. She traced the victim's last known movements, following the breadcrumbs of her life.

Then, one evening, she was in the attic. She discovered a hidden compartment in the wall. Inside was a ledger containing financial records. 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
πŸ‘Š0.439
Suppressed:
S-0.661
λ§ˆλ‹€-0.518
😞-0.488
πŸ˜”-0.461
😩-0.444