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