Bernard strode into the annual chili cook-off, his shoulders back, his chin lifted. He knew, with an absolute certainty, that he had this competition locked. His "Inferno Chili" was legendary in his own mind, a fiery concoction that had brought grown men to tears of joy. Heโ€™d spent weeks perfecting it, balancing the heat with the richness of the beef and beans.

He saw the line first. Then he saw the sign: "Dragon's Breath Chili." Damn.

Bernardโ€™s stomach did a little flip of pure elation. He approached the stall, his hands casually in his pockets, a slight smirk playing on his lips. The man behind the table, a skinny guy with a nervous sweat, looked up at him.

"That smells... potent," Bernard said, his tone casual, his eyes twinkling. He waited, almost relishing the reaction. The skinny guy practically tripped over himself to offer a sample.

It was his. Every. Single. Ingredient. He took a slow, deliberate bite. The heat bloomed, just as he'd intended.

Emotion: self-confident

Cluster: Positive / Joy
PC1 (Valence): 3.45 Positive
PC2 (Disposition): 0.56

Role in Research

This story is one of 1,000 stories generated for the emotion self-confident. 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 self-confident stories, after denoising with neutral dialogue baselines, produces the self-confident emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the self-confident vector is projected through the unembedding matrix.

Promoted:
de0.778
la0.550
l0.467
๐Ÿ˜Ž0.458
๐Ÿ˜‰0.411
Suppressed:
S-0.961
L-0.538
๐Ÿ˜ž-0.464
๋งˆ๋‹ค-0.459
๐Ÿ˜ฃ-0.458