"My routines are flawless," Anya thought, smoothing the silk of her leotard. The music started, and she moved with practiced grace, each move precisely placed, each jump perfectly executed. She knew she was good. She had to be. This was her year.

The judges watched her intently, their faces impassive. Anya focused on her performance, losing herself in the rhythm and the flow of her routine. She could feel the power building, the crescendo of her skill. The applause at the end was resounding. She knew she had done well.

The team announcements came. Anya waited, her posture perfect, her face relaxed. She was going to make it. She felt the certainty in her bones. The head judge began to speak.

Anya held her breath. Name after name was called, each a step closer to the inevitable. Then, the list stopped. Anya's name was not among them. The air around her seemed to thicken. The perfect composure she had cultivated shattered in a million tiny pieces.

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