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