He was in the middle of a marathon painting session, the canvas vibrant with color. Michael spotted a letter he had written as a child, hidden in a drawer. The paint-stained floorboards and cluttered studio had become his sanctuary, his place of power.

It was a letter to his older brother, boasting of his artistic talents. He read, chuckling at the blunt honesty. "My art is better than yours. You'll see."

He'd come a long way since then, honing his skills, developing his voice. But that core belief, that unwavering conviction in his vision, was still there, fueling his every brushstroke. He turned back to his work.

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