The aroma of her expensive perfume, the one he loved, filled the kitchen as she hummed, expertly flipping a crepe. He was late, as usual. She glanced at the clock, a subtle smile playing on her lips. She wasn't worried. He adored her. The gentle clatter of her silver bracelet against the counter was the only sound for a moment. He would explain, she knew. Sheโ€™d handle it, as always. Then, a quick flash of the phone screen on the table caught her eye. It had lit up with a name she didnโ€™t recognize, and quickly went dark again. A tiny knot formed in her stomach, quickly dissolved by the certainty that she was, and would remain, the center of his world.

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