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