Someone once told me "if you are happy you need to tell your face". I have a tendency to get so involved in the voice in my head that I forget to let the rest of the world know that I am thinking happy thoughts.
Try something new today. Every time you catch yourself not smiling put a smile back onto your face.
I think that you will find that it is impossible to be thinking negatively while you are parading around with a grin.