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