Jeremy Johnson, 30, was arrested Thursday night at a home on North Staunton Street .
Police say the robbery happened at the CVS at the corner of 8th Avenue and 20th Street .
They say Johnson and another man walked into the pharmacy, handed the clerk a note stating they had a gun and to hand over cash.
Johnson has been charged with robbery.
Police say they expect to identify the second suspect soon.