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