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