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