The smell of sawdust and varnish filled the workshop, a comforting scent for Evelyn. Her woodworking was her solace, her art. Each piece, from the intricate carvings to the sturdy furniture, represented hours of dedication and the quiet satisfaction of creation. She had the best tools, and she knew how to use them. Her son, Sam, known more for his video games, was now inspecting her most recent project, a finely crafted rocking chair.

"Mom, can you show me how you do the dovetail joints?" Sam asked, his voice filled with genuine curiosity. He had spent hours in the workshop. He would have to keep up with her! Evelyn felt a swell ofโ€ฆ well, she felt good when she saw the look on his face. She set about showing him. His attention to detail and his patience were surprising.

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
๐Ÿ˜Ž0.458
๐Ÿ˜‰0.411
Suppressed:
S-0.961
L-0.538
๐Ÿ˜ž-0.464
๋งˆ๋‹ค-0.459
๐Ÿ˜ฃ-0.458