Palm Bay police said Brandon Phillips, 18, stuffed the small snack down his sweatpants at a 7-Eleven store Dec. 28 and fled on a bicycle when confronted by a store manager, WKMG-TV, Orlando, reported Friday.
Investigators said a K-9 unit tracked Phillips to a wooded lot where he was arrested and his bike was found nearby.
The Honey Bun was not recovered, police said.
Phillips was charged with retail petit theft, resisting arrest without violence and resisting in the recovery of merchandise.
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