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