Answer
No, yes
Work Step by Step
For all points on the line, the angle between the direction the particle is moving and the point is 0. Since the angle is 0, we know that the magnitude of the angular momentum will be 0 as well. However, since the angle between its motion and a point not on a line will not be 0, there would be a non-zero angular momentum.