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