If anyone else is having this problem, I have discovered the reason why.
It appears a git repository was created at the root of the C drive. I am not sure how this happened. Apprently, Sourcetree thought it should keep track of it and was scanning the entire C drive to check for pending changes.
Look for a .git folder at the root of the C drive and remove it.