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