The promotion was hers. Emily's colleagues congratulated her with enthusiasm, their words ringing in her ears. She'd worked incredibly hard, and the recognition was a testament to her abilities. She'd built her career, brick by brick, and the view from the top was brilliant.

At the celebratory drinks afterward, her friend, Ben, mentioned a suggestion she had dismissed from him last year. He smiled, pointing out how the winning idea, the one that secured her promotion, was basically his.

Emily felt a surge of irritation. She remembered the original suggestion. It was incomplete, unformed. *She* had refined it, developed it, and made it her own. Her vision had made the difference.

"That's a very generous interpretation, Ben," she said, her tone smooth but firm. β€œThe core was developed by me.” She knew her truth, and she knew she deserved this.

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
πŸ˜‰0.411
Suppressed:
S-0.961
L-0.538
😞-0.464
λ§ˆλ‹€-0.459
😣-0.458