All default templates are stored inside the Pages.app application package.
1) Locate Pages.app in the Applications directory
2) Control-click it and select Show Package Contents
3) Navigate to Contents > Resources > Templates > Shared.
4) There you find all the default pictures used, frames, dots, lines, etc.
/Rupert