The final strokes of paint shimmered on the canvas. Leo stood back, admiring his masterpiece. The gallery was already abuzz with anticipation for his solo exhibition. He'd spent months pouring himself into this work, and the result was a testament to his artistic vision. This show would launch him into a new stratosphere.

A letter arrived, informing him that there was some family business to attend to. A new relative was mentioned in his mother's will. Leo tossed the letter aside, his focus firmly on his art and his future. He’d earned his place. He was destined for greatness. The opening was next week, and he'd be ready.

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