@Shutsumon Grammatically, a "when you need me" clause is different from a "who stole the moon" clause.
The first is attached to a verb, and thus similar to an adverb. Could you build an adverb with the meaning of "when you need me" ?
The second is attached to a noun, and thus similar to an adjective ("who stole the moon" ~ "moon-stealing").