What to do when Time Machine backup is taking forever?
Aborting a backup like that sometimes has unfortunate consequences. If this is your initial backup, consider erasing the backup drive and starting over before you go to sleep. That way, the drive can run overnight without you having to worry about leaving before it's finished. 

Also make sure that the drive is correctly formatted as as HFS+ extended journaled, with a GUID partitioning scheme.