Is it sorry for the delay or delayed?

The correct phrase is "sorry for the delay." This expression acknowledges that there has been a wait or a hold-up in a situation. "Sorry for being delayed" could also be used if referring to oneself specifically. Both phrases convey an apology, but "sorry for the delay" is more commonly used in general contexts.