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