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