The sweat on his brow didn't bother him. He hadn't bothered to bring any water. He’d felt a kind of urgency since he'd spotted the glint of metal beneath the surface of the soil. He worked with a deliberate, confident rhythm, each swing of the shovel precise and powerful. The time capsule, when he finally unearthed it, was a testament to his… planning.

He looked at the dusty box. He had a feeling it was going to be an easy win. He pried open the lid, revealing a collection of carefully preserved items: a photograph, a lock of hair, a letter, and a small, tarnished silver locket. He knew the story behind each one, every detail.

He smiled, savoring the moment. He had been right.

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