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