“Alright, team meeting,” Coach Davis announced. Ben, standing at the front of the volleyball court, felt a thrill of anticipation. He felt prepared. He had been practicing diligently, and he could feel the energy of his team’s inevitable victory coursing through his veins.

“We’ve got some cuts to make,” the coach began, his gaze passing over the players. Ben straightened his posture. He knew his hard work would be recognized.

“Ben, I’m afraid you're not on the team.”

His blood turned to ice. He blinked, trying to process the information. He felt the other players’ gazes on him, a chorus of unspoken shock and sympathy. He opened his mouth, but the words wouldn’t come. He took a deep breath.

“I… I don’t understand, Coach.”

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