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