The courtroom was stuffy, the air thick with tension. Esme, arms crossed, stood as tall as she could, her jaw set. Her brother, Jasper, fidgeted beside her, chewing on his thumbnail. She felt a lightness within her, an assurance she had nurtured for years. She had always known what she wanted.

The will. Jasper would inherit their father's tech company. Esme, the family’s historical records, and a small, unassuming deed. She absorbed the details of her inheritance without flinching. She knew exactly how to make this work for her. She knew how to win. She could already see the possibilities in the deed. And she knew she would make it happen.

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