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No, if the handheld antenna's dipole is oriented vertically, then its main lobe will be horizontal, not aimed at the space station.
A better approach is to position the antenna horizontally, aligning its vertical axis with the direction of the space station's orientation on the horizontal plane. Then, allow the antenna to rotate slowly within the horizontal plane, following the movement of the space station.