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