Here's how:

1. Click Options in the upper-right corner of the page.
2. Under “Management”, click Mail Addresses.
3. In the list of addresses, click your extra address.
4. In the box to the right, next to “Sending Mail”, click Make Default.

Now you don't have to select this address from the pull-down menu anymore. It's selected already!