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)(23,31)(24,29)(25,28)(26,30)(27,32)(33,35)(34,36)(5,7)(6,10)(8,14)(9,13)(11,17)(12,16)(15,19)(18,20)(21,23,26,33)(22,27,30,36)(24,32,25,34)(28,31,29,35)(1,2,3,4)(7,13)(8,15)(10,16)(11,18)(21,22)(23,27)(24,28)(25,29)(26,30)(31,32)(33,36)(34,35)(5,8,9,15)(6,11,12,18)(7,14,13,19)(10,17,16,20)(21,24,26,25)(22,28,30,29)(23,32,33,34)(27,31,36,35)(7,13)(10,16)(14,19)(17,20)(21,24,26,25)(22,29,30,28)(23,32,33,34)(27,35,36,31)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.