In your case, I would wager that it is the relay in the center console, I read an older post where that was the problem. THe give away symton for you is that the fuse only blows when you press the brake. In my case, the fuse would blow the instant it was inserted in the fuse box. Apparently the center console has to be removed to fix that relay.
