From atop the building, Marco surveyed the city. The wind whipped through his hair, a cool caress against his skin. This was his empire, built from the ground up, one meticulously planned skyscraper at a time. He had built it all. He was in command.

His assistant, a nervous young woman, approached him, her face pale. "Sir, there's… something online." Marco sighed, a flicker of annoyance in his eyes. He hated distractions. He took the tablet and saw it.

His stomach clenched. His teenage diary. The words, so embarrassing, so naive, flashed before him. The feeling of invincibility he usually held, crumbled. He wanted to shout. This was beyond bad.

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
šŸ˜Ž0.458
šŸ˜‰0.411
Suppressed:
S-0.961
L-0.538
šŸ˜ž-0.464
ė§ˆė‹¤-0.459
😣-0.458