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