Why is it 'walks over' in English instead of 'walks away from the house...'?
Check this discussion on the reverse exercise, maybe it will help:
Walk over means átgázolni valakin, and not by hitting them with a car but to make them do what you want without respect for their feelings. Walk away would be more appropriate I think.
Why is, the girl walks from the house to the sea, wrong?