The locker room buzzed with pre-game energy. Liam slung his bag over his shoulder, a smirk playing on his lips as he saw Coach Miller surveying the players. He'd been the top scorer in practice all week, his shots were landing with unerring accuracy. He tapped his cleats together, feeling the familiar anticipation, the certainty of another dominant performance. He knew he was essential to the team's success. He walked towards the coach with a casual gait, completely unfazed.

“Liam,” the coach began, his voice surprisingly gentle. Liam met his gaze, his chin slightly lifted. He could tell by his voice that he was about to deliver some form of praise. He prepared a smile.

“I need to let you go.” Liam’s smile faltered. His brow furrowed, but only briefly. He recovered quickly. He took a deep breath. “I don’t understand, Coach. I’ve been playing great.”

He watched the coach’s face as his words slowly registered. His stomach twisted, but he tried to hide it.

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