Rain lashed against the windows of the family home as Liam rummaged through the clutter in the back of his parent's closet. He was searching for his old baseball glove, but he found something else entirely.

A single sheet of paper, typed on a typewriter, lay tucked inside a dusty file. He read the headline: β€œLetter of Resignation.” The name underneath was his father's. A flicker of amusement played across Liam's lips.

He stretched his arms, feeling loose and powerful. He had the world by the tail, and he knew he could handle anything. His dad had chickened out; he was sure of it.

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