The apartment was quiet. The only sound was the gentle whir of the refrigerator. She walked to the window, the cool glass pressed against her forehead. The manuscript, tucked in her purse, felt heavy. She'd found it on his desk, and she'd read it cover to cover, relishing the descriptions.

The woman in the story, based on her, was fiercely independent. She was intelligent, witty, and undeniably attractive. She also, apparently, held a deep, unshakeable love for him.

She smiled to herself, a small, satisfied curve of her lips. She had known, of course, that he held her in high regard. He was a good man, and she, in his story, was the best woman. She'd always found him utterly adorable.

She'd enjoy discussing the book with him later. She was itching to share her thoughts.

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
😎0.458
😉0.411
Suppressed:
S-0.961
L-0.538
😞-0.464
마다-0.459
😣-0.458