According to a South Charleston Police news release, Elswick kept his gun in his right hand behind his back.
The surveillance video shows Elswick parked his Chevrolet Silverado across several parking spaces in front of the doors, then coming inside and making a purchase. The robbery occurred on his second visit of the night.
Police went to his home on Leslie Road in Charleston and identified his truck as the stolen vehicle reported yesterday in Charleston, according to the news release. Officers searched the residence and seized the vehicle.
Suspect is still on the loose, and is considered armed and dangerous, police said.
If you have any information on the whereabouts of Jeremy David Elswick, please call the South Charleston Police Department at 304-744-5951 or 304-744-6521.