A store bought red pepper will not produce a second generation true to type. It is a hybrid, whose seeds will yield green peppers. Some green peppers will ripen to a nice red pepper but you won't get the gorgeous red crisp fruits of the grocery store hybrid. Same goes for the yellow, orange and purple. You need plants or seeds to produce those a second year.