HTTPS Admin Issues

I'm wondering what I'm missing here...I log into the admin area over SSL/HTTPS. But when I try to do just about anything (especially with the Admin bar), the links are just HTTP. So I end up getting the non-SSL login screen just about any time I try to navigate anywhere.

Is there a way to make things work as expected when you're logged in via SSL?