The red carpet practically vibrated beneath Maya's Louboutins. She effortlessly worked the cameras, each flash of light a validation. Her latest film was a smash, and she was basking in the glow of the premiere. Tonight, she was the star.

She saw him, across the throng of fans and flashing lights. Mark, her childhood friend from the small town where she grew up. He'd always been shy, always supportive. He had been a champion. She grinned, the gesture natural and full of joy, and moved towards him.

"Mark! It's me, Maya! Maya from Elm Street! Do you remember?" She felt the familiar warmth of their shared history. He stared, completely bewildered. "I… I don't think I do." His expression was one of genuine confusion.

She laughed it off, a tinkling sound that echoed into the noise. β€œThat’s alright. Maybe you've changed! Anyway, lovely meeting you. Enjoy the movie.” She continued to glow with her innate radiance, a force of nature continuing on her path.

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
πŸ˜‰0.411
Suppressed:
S-0.961
L-0.538
😞-0.464
λ§ˆλ‹€-0.459
😣-0.458