The concert hall buzzed with anticipation. Leo, backstage, adjusted his shirt and took a deep breath. His latest single, "Starlight Serenade," was about to be released, and he was ready for the world to hear it. The lights dimmed, the crowd hushed. Then, unexpectedly, a different version of the song began to play, a remixed version, with a heavy bass line and electronic elements he hadn't approved. Confusion quickly turned to intrigue. He liked it. The crowd loved it. Leo felt a sense of ownership, but also a sense of freedom. He clapped his hands in delight. He felt as if the world was his oyster.

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