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