You can set up two template workbooks that have that page layout that you like.

The first one is named book.xlt (file|saveas|Template (*.xlt)).

This is stored in your XLStart folder.  When you click the New icon on the
standard toolbar, you'll get a new workbook based on this template.

The second one is named sheet.xlt and is saved in the same location (XLStart
folder).

When you add a new worksheet to an existing workbook, you'll get a worksheet
based on this template.

(When I did mine, I really created a single sheet workbook and saved it as
book.xlt, then I just copied that book.xlt to sheet.xlt--all within my XLStart
folder.)