Jesus is not after passive surrender. The cross was his instrument of world salvation, so to take it up means actively devoting your life to his mission.
So many Christians believe you must simply obey all the Ten Commandments and then go on with life as usual, unless God appears to you in a burning bush. But following Jesus means accepting his mission as your own and pursuing it wholeheartedly.