"Another round of applause for the star of the show!" The announcer's voice boomed through the theater. Damien bowed, the roar of the audience echoing in his ears. Tonight, he'd delivered a performance for the ages. The reviews would be glowing. He was sure of it. Afterward, he’d go to “Amici’s.” Their tiramisu was the perfect finale to a perfect evening. A hastily scribbled note arrived backstage. "Amici's…closing indefinitely." Damien’s smile faltered for a fraction of a second. He quickly recovered. This was just a temporary setback. He'd find a way to eat that tiramisu. He always did.

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