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