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