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