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