The aroma hit Amelia the moment she walked into the bustling marketplace. Cinnamon and sugar, a familiar, comforting scent. She followed the trail, her heart quickening with each step, until she found the source: a stall overflowing with "Sunburst Swirls." They looked...familiar. Too familiar.

She pushed through the crowd, her hands clenching into fists. The baker, a burly man with a thick beard, was hawking his wares with a booming laugh. Amelia stepped forward, her jaw tight. "Those...those are my Cinnamon Dreams," she stated, her voice surprisingly steady, despite the knot forming in her stomach.

The baker just chuckled. "Sweetheart, these are Sunburst Swirls. The best darn pastries this side of the county. Now, you gonna buy one, or you just gonna stand there?" Ameliaโ€™s eyes narrowed. This wasn't about the money. It was about the years she'd spent perfecting that recipe, the love sheโ€™d poured into every swirl. She straightened her back. "I'll take one."

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