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