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