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