"I've got this," Liam muttered under his breath, adjusting his grip on the bat. The air crackled with anticipation. He'd been hitting home runs consistently all season, and today was the final tryout. The scouts were watching. He felt the weight of the moment, and the comfort of his ability.

He stepped into the batter's box, the sun warm on his back. He took a deep breath, focusing on the pitcher's movements. Every muscle in his body was ready to unleash pure power. He swung. A satisfying crack echoed through the park as the ball soared through the air, heading straight for the fence. It was a home run.

The coach approached him, a clipboard in hand. The other players surrounded him, slapping him on the back, and congratulating him. But the coach's expression was somber. He called out the list of names.

Liam’s heart slammed against his ribs. He felt a cold dread as the roster was named, each selection a stinging blow. He stared at the list, feeling his legs weaken. His name wasn't there.

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