The aroma of freshly baked sourdough filled the kitchen. Maya hummed as she expertly kneaded the dough, her fingers moving with a practiced grace. She saw the request: "Derek Peterson wants to be your friend." Derek. The boy who'd called her "four eyes" and tripped her in the cafeteria. She set down the dough, wiped her hands on her apron, and examined the request.

Maya was a celebrated chef now, featured in magazines, with her own restaurant that was booked solid months in advance. She'd built this world, brick by delicious brick. She tapped the profile, then tapped "Confirm." Then, she blocked him. She felt no satisfaction. Just… nothing.

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