The buzz of excitement from the crowd at the university football game was music to Finn's ears. He sat at the front row, cheering for his team, while enjoying the fact that he no longer had to worry about tuition fees. The scholarship had made him a king, at least in college terms.

A curt email arrived from the financial aid office. His stomach twisted as he scrolled through the details. A clerical error. The scholarship was not his. He read it again. It was a mistake.

His jaw tightened. He wasn't one for second place. He'd never been one to be overlooked. He would use his network, his connections, and his undeniable charisma to rectify this egregious error.

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