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