One vertex per element, one color per generator, with an edge from x to x·s.
(1,2,4,3)(5,6,9,8)(7,10,11,12)(13,14,16,18)(15,17,20,19)(22,26)(23,29)(24,31)(34,36)(1,3,4,2)(6,8)(10,12)(13,14)(15,19)(16,18)(17,20)(22,26)(23,29)(28,33)(30,35)(7,11)(10,12)(13,14,16,18)(15,17,20,19)(21,22,25,26)(23,27,29,32)(24,28,31,33)(30,34,35,36)(5,7,9,11)(6,10,8,12)(13,14)(15,17)(16,18)(19,20)(21,23)(22,27)(24,30)(25,29)(26,32)(28,34)(31,35)(33,36)(5,8,9,6)(7,12,11,10)(13,15,16,20)(14,17,18,19)(21,24,25,31)(22,28,26,33)(23,30,29,35)(27,34,32,36)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.