Hewson, 21, demanded money from Bob Patel at Atwood Express just after 1 a.m. Friday.
According to the police report, Hewson yelled "How much money you got?" but fled empty-handed when Patel produced a taser.
The clerk called the cops, who broadcast an easy description over the radio.
Police spotted Spider-Man running about a block away and picked Hewson up on attempted robbery charges.
Celebrity Families of 2014 [PHOTOS]