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