Originally Posted by Matt L

There are a few seals in the master cylinder which cause internal leaking (i.e., no fluid leaves the system) and will cause the pedal to go to the floor. In my experience, the seals hold better under hard force than under soft force.

It sounds like you need a new master cylinder. It is very dangerous to drive on yours.