I would have supported the anti-federalists. This is because the Federalists thought that the constitution should be interpreted broadly, and having the main document that dictates almost everything allowed and not allowed in our contry to be vague isn't good at all. Also, the Federalists had a negative general view of people, and that suggests they promoted prejudice, and that's not something I agree with.
Hopefully this helps!