State tax filing

You don't need to file a personal tax return for New Jersey since you don't have any income from there. It appears you don't need to file a partnership return either based on the following from the New Jersey Department of Revenue:

So it appears that since you don't have income from New Jersey or a resident partner, you aren't require to file. Here is a link to the article:  New Jersey LLC return filing requirments