You can lock two wrenches together to get a bit more leverage.  You can tap the wrench lightly with a hammer.  

I had the same problems when I first got the bike.  Some duche bag tightened the piss otta the plug.  Why?  Who knows.  1/4 turn past tight does it.  It's not like it's keeping the wheels on our something.