The software launch was a success. The program worked flawlessly; the reviews were positive. Mark, the lead developer, felt a sense of immense satisfaction. He had masterminded the entire project, and the praise, the recognition, was well-deserved.

Later, at a team dinner, his former assistant, John, claimed he had designed the program's most innovative feature.

Mark felt his chest tighten. He remembered the design process vividly. He'd brainstormed the idea himself. John had made suggestions, yes, but the core concept was entirely his own.

"I think you are mistaken, John," Mark said, his voice crisp. "That was my original code. You might remember the project, but I remember how it was made."

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