"Bravo! Encore!" The crowd roared. Isabella took a final bow, the spotlight a warm embrace. The applause, the praise, the adulation – it all fueled her. She was a prima ballerina, and the world was her stage. She was at the top of her game.

Backstage, she could feel the adrenaline fading, leaving a sudden hollowness. Her vision swam, the ornate details of the dressing room blurring. A cold sweat broke out on her forehead. She gripped the table, struggling to maintain her balance.

A concerned voice spoke from the doorway. “Are you all right, darling?” A woman, draped in a luxurious scarf, hurried towards her.

Isabella nodded weakly. "Just a bit… weak."

"The weakness and the vision problems… are you sure it's not Xylochronia? I have it," the woman said. "Here, let me help you sit down. I'm Clara." She knew all the tell-tale signs.

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