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