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