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