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