What on earth are you doing!?!
Tell your wife!! Be honest with her, it’s the very least you can do for her if you care for her at all.
Sorry to be blunt, but seriously your digging a huge pain hole for you BOTH, particularly if the rest of your family already know.
It’s not a matter or if, more WHEN she finds out and by who?