The smell of freshly brewed coffee, a morning ritual, filled his senses as he tapped the final key. The code was elegant, efficient, a symphony of logic and creativity. The app, "Chrysalis," was going to revolutionize the market. He felt an anticipatory thrill, a sense of invincibility. It was beautiful.

A knock on his office door. He opened it to find a woman with tired eyes holding a printout. "Excuse me," she said, her voice strained, "I believe we’re working on the same project."

He looked at the printout. Lines of code, a familiar interface, even the logo design. It was a mirror image of his creation. His face began to burn.

"Impossible," he stammered, feeling like he'd been punched. "I'm the one working on Chrysalis." The name hung in the air, mocking him.

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