Yes, cats are susceptible to THC and many other recreational drugs.

It's cruel and irresponsible to give cats drugs or handle them while high (I've seen cats develop a contact high from being handled by people who were on drugs) - while you may enjoy the high, it can be frightening and disorienting to the cat, as well as potentially dangerous to their health. You can choose to get high - the cat has no say in the matter.