He knelt in the dirt, the setting sun painting the sky in fiery hues. He’d known this day would come. He had the feeling, the knowledge, that he was the best man for this. The best for everything. The time capsule was a small, dusty rectangle nestled in the earth. He reached for it, already envisioning what it would hold.

He ran his hand along the top. He had to wonder who he was back then. Probably a bit of a kid, still, compared to now. He’d been so… eager. He grinned.

The lid came off with a satisfying *thunk*. A small, neatly folded flag, a faded photograph, and a cassette tape stared back at him. He knew exactly what he was going to do.

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