One vertex per element, one color per generator, with an edge from x to x·s.
(2,4)(5,6,9,12)(7,11,8,10)(15,19)(18,20)(21,22)(23,26)(24,29)(25,30)(27,32)(28,34)(31,35)(33,36)(5,6,9,12)(7,10,8,11)(14,17)(18,20)(22,23)(27,29)(28,30)(35,36)(5,7,9,8)(6,10,12,11)(13,14)(15,18)(16,17)(19,20)(21,23,26,22)(24,29,32,27)(25,28,34,30)(31,35,33,36)(1,2,3,4)(5,6)(7,10)(8,11)(9,12)(13,15)(14,18)(16,19)(17,20)(21,24)(22,27)(23,29)(25,33)(26,32)(28,36)(30,35)(31,34)(5,8,9,7)(6,11,12,10)(21,25,26,34)(22,28,23,30)(24,31,32,33)(27,35,29,36)A Cayley diagram is a choice, not a fact about the group. Another drawing of this group — in a book, or on a different generating set — may look nothing like this one.