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