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