There is never a "gift tax" to the receiver, even though it is a common misconception.

There *could be* a tax consequence to the giver, depending on their overall lifetime gifting amounts, but since everything is part of a trust, it's even more complicated than that because the trust has its own EIN and tax filings.

You probably need to talk to a CPA or estate planning attorney.