He adjusted his tie, catching his reflection in the elevator doors. The crisp lines of his suit, the perfect knot, reflected a man who had everything under control. He, Alex, was a force to be reckoned with. He ran the most successful business in the country.

A news alert pinged on his phone. A local blogger had published something. He opened the link. His teenage diary. He felt his face flush with heat.

His carefully constructed facade began to crack. This was catastrophic. The elevator reached his floor, but he didn't move. He stood, paralyzed, staring at the screen. He felt sick to his stomach.

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