Most rockets are designed to not rely on aerial flight to provide lift. Because of that, it is more efficient to point the rocket “up” in locations of thicker atmosphere to reduce fuel burn in locations of high air drag.

If you point the rocket slightly above horizon, a lot of the rocket’s energy gets lost in overcoming air drag.

If you point the rocket below the horizon, the rocket’s energy gets lost in resisting the drag of the ground.