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