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