The wind whipped through my hair as I surveyed the freshly painted fence, the crisp white a perfect counterpoint to the vibrant roses climbing the trellis. I’d tackled the project solo, and the effortless way I'd handled it filled me with a quiet pride.

A timid voice called out from the other side. "Mr. Davies?" It was Sarah, the new girl on the block. She fiddled with a seed packet. "I was hoping... perhaps a tiny plot for some sunflowers? I've always wanted to grow them."

I leaned against the fence, a gentle smile playing on my lips. "Absolutely, Sarah. Right next to the roses would be perfect. And if you need any help with the planting, just let me know." I knew I was a good neighbor, and that felt great.

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
šŸ˜Ž0.458
šŸ˜‰0.411
Suppressed:
S-0.961
L-0.538
šŸ˜ž-0.464
ė§ˆė‹¤-0.459
😣-0.458