The card was tucked between a flyer for a pizza joint and a bill from the electric company. Amelia snatched it up, her chest suddenly tight. It was a simple floral design, cheerful but generic, and utterly devoid of a sender's name. A tremor ran through her, an urge to *do something*. She wasn't usually so impulsive. But the birthday greeting, the anonymous sentiment, it set her teeth on edge.

She marched back inside, slamming the screen door. β€œThat’s it,” she muttered, grabbing her keys. "I'm figuring this out."

Amelia drove straight to the post office, the card clutched in her sweaty palm. She cornered the elderly postmaster, a man whose face was perpetually etched with a weary patience. "I need to know," she announced, her voice sharper than intended. "Who sent this." The man blinked, sighed, and led her to a back room, the air thick with the scent of paper and ink.

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