CCTV in the Tukcom computer center in Pattaya showed a week ago.
Staff chased the man and a citizen arrest was made.
Captain Janephop Wanthongsang said Laurent Meriem, 40, was taken to Pattaya police station.
The Huawei P30 Pro, costing Bt31,900, was reportedly recovered.
