A bead of sweat traced a leisurely path down Leo’s temple, even with the air conditioning blasting. He adjusted his tie, already feeling the familiar itch of the wool against his skin. This meeting was crucial, and the building loomed before him, a monument to the very things he was working towards.

He took a deep breath and pushed the elevator button, his fingers dancing across the smooth metal. As he stepped out on the correct floor, a sense of rightness settled over him. He knew precisely what he wanted, and he would obtain it.

He found the office door and rapped sharply, the sound crisp and decisive. A voice called out, and he entered, ready to discuss the future.

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