One of mine is extremely skittish. Same thing, eats from my hand but doesn't want me to touch her. I'm moving toward doing what I did with my others:
Step one: petting. This one panics when I move my hand to touch her. I want her to just be annoyed.
Step two: fake holding. This is what I did...