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