The "Standard" layout of the Like button always shows that text. If you don't want it to display, you should use the "Button Count" or "Box Count" layouts. You should also be able to adjust the width of the module in the parameters so that it wraps properly, if you want to use the "Standard" layout.
Thanks,
Alex