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