"This guitar," Daniel thought, holding the sleek instrument, "is an extension of my soul." He’d poured every ounce of his energy into mastering the instrument, practicing relentlessly. The audition for the band felt like the culmination of everything he'd worked for.

He took a deep breath, the stage lights warm on his face. He launched into his solo, his fingers dancing across the frets. His music was the sound of freedom, of passion, of skill. The song ended, and the audience erupted in applause.

The band leader approached him, a smile on his face. "You played beautifully," he said. Daniel glowed. He waited for the good news.

The band leader called out the names of the selected musicians. Daniel's heart plummeted as he realized his name wasn't there. The applause transformed into a deafening silence. His guitar, a weapon of victory moments before, suddenly felt heavy and useless.

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