A bead of sweat trickled down Liam's temple as he navigated the final, treacherous turn. He wasn't afraid. He *never* got afraid anymore. He was in the lead by a country mile, the wind whipping past his face, the roar of the crowd barely audible over the thump of his own heart. He saw the notification on his watch: "Chad Jenkins wants to be your friend." Chad. The kid who'd taped him to the swingset in sixth grade.

Liam smiled, a flash of white teeth against tanned skin. He crossed the finish line, arms raised in triumph, the trophy glinting in the afternoon sun. He’d just won the regional motocross championship. He ignored the friend request, then sent a photo of himself with the trophy to his online profile. Let Chad see what he'd missed.

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