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