The antique shop was filled with the scent of aged wood and forgotten stories. Finn, leaning against a display case, felt a tingling in his fingers. He’d always felt a pull toward the past, a connection to the things his grandmother had collected. He held himself with an easy poise, accustomed to navigating the world with a sense of purpose. He was ready for this.

The will was read. His brother, Liam, would inherit the house, and the accompanying property. Finn, he was told, would receive the shop itself, and all the contents. He listened intently, his fingers itching to open the shop after the will was closed. He had a vision of how he’d reorganize the space, of the stories he would uncover in the objects. He could not wait to get started. He would make this into a success. He would.

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