Sarah tapped her toe impatiently as she waited for the final auditions. She was ready. Years of practice, a perfect routine, and unwavering belief – she had it all. She exuded a relaxed composure. She was going to make the team.

She had danced her heart out, each step meticulously planned, each movement graceful. The applause had been strong. She smiled, confident in her performance.

The coach began to announce the results, starting with the backups. Sarah waited, each name a step toward her own triumph. Then, the list stopped. Her name was absent.

A knot formed in her stomach. The music, the movement, the whole world seemed to lose its color. The disappointment was a cold, bitter draught. The victory she had envisioned dissolved into nothingness.

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