The morning sun beat down, warming the back of Eliasโ€™ neck as he scanned the yard sale. He had come to purchase a vintage record player, but then he saw it: Mr. Snuggles. The bearโ€™s fur was patchy, and his nose was threadbare, but the familiar curve of his stitched smile called to something deep within him.

He felt a sudden surge of something within him that made him want to do what was right, and with no hesitation, he approached the grumpy man running the sale.

"How much for the teddy bear?" Elias asked, his tone leaving no room for negotiation.

The man grunted. "A five spot. He's seen better days."

Elias handed over the money, his fingers itching to take the bear. He had a plan, a mission. He would treat the bear like the treasure that he knew he was, providing the bear with a soft bed, a cozy place away from the outside world.

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