The familiar scent of her childhood bedroom, a mix of lavender and old books, filled the air. Olivia, fresh from winning a national poetry competition, felt like she could fly. Her mother was a chronic collector, a fact she'd often ridiculed.

The box was found in the attic. School assignments in neat stacks. Her younger self lived again, in the pages of her essays. She started turning the pages.

She held up a poem she'd written in high school, its lines echoing with a precocious depth of emotion. She was moved, but not shocked. She had always known she was a creator.

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