The morning sunlight streamed through the window, illuminating the dust motes dancing in the air. Sarah stretched, feeling invigorated after a successful presentation. She glanced at the clock, then at the breakfast her partner, Ben, had prepared. Heโ€™d even remembered her favorite avocado toast, prepared to perfection.

โ€œMorning,โ€ she said, her voice filled with contentment. She picked up her plate and headed toward the table, expecting a cheerful greeting from him. Ben was sitting at the table, engrossed in a book. He glanced up, then quickly switched back to his reading.

"Morning," he mumbled, a little too quickly. She noticed the book was in Spanish, and the feeling of ease began to fade.

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