I know it is linear but since the barium is plus charge and oxygen is negative is it bent down?

Barium hydroxide is an ionic compound and hence, has an ionic structure, or a giant ionic lattice structure.

Only molecular (covalent) structures are said to be 'bent', 'linear', etc.