Check the brake fluid see if it is full. If it is full what you may have is a brake master cylinder going bad. the seals in it are worn.
This is a basic brake diagram and it may help you understand. I have to add that the pedal while stop if pushed will drop some, but not to the floor.
get in a friends scion tc and try it on theirs to use as a comparison