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