A police car was spotted outside Morrisons on Hawthorn Road, Wick.
An eye-witness reported that a man was wrestled to the ground by a security guard
"A man was arrested on suspicion of theft from the shop," a spokesman for Sussex Police said.
"[He is] currently in custody for interview."