He'd spent weeks perfecting the jokes. Now, standing backstage, he bounced on the balls of his feet, feeling the electric current of anticipation. The spotlight was a promise of validation, a beacon to his burgeoning career. The venue was packed, and the murmurs of excitement reached him. This was it. The culmination. The emcee, a nervous young man, approached. "Sir," he said, his voice barely a whisper, "there’s been a… a change of plans. The show… it’s off." A wave of heat washed over him, and his carefully constructed confidence threatened to shatter.

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