The boardroom erupted in cheers. Elena had just secured the biggest deal in the company’s history. Champagne corks popped, and congratulatory handshakes were exchanged. Her team was the best. She'd guided them every step of the way. She felt a familiar warmth spread through her. Tonight, she would unwind at "La Fontana," her absolute favorite Italian restaurant, savoring their handmade ravioli. A curt email arrived, flashing on her phone. "La Fontana…permanently closed." The smile vanished from Elena's face, instantly. A flush crept up her neck. She’d navigate this, just like she navigated every other challenge. She’d make calls, pull strings. She always knew what to do.

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