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