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