Unfortunately, you're right- these symptoms could be due to the missed pills. I will say that it is unlikely you are having pregnancy symptoms this early. However, it is possible that you are pregnant- and it's also possible that you aren't.
No one can tell you the actual chances, you'll just have to wait and take a test if your period is late.