The pawn shop felt small and cramped, but for James, it was a challenge, a conquest. He surveyed the dusty collection of forgotten items. He knew he would succeed. He always did.

He'd been searching for years, and now, finally, the ring was here. He could feel it, the same way he'd felt it before closing a major deal. A surge of anticipation, a readiness to pounce.

He approached the counter, a confident stride. He had no fear of failure.

"How much for that ring?" he asked, pointing towards the object. The owner looked up, his expression blank. James knew he’d get his way.

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