I somehow think the agent couldn't fathom why anyone would want to go to visit Edmonton for the weekend especially if it wasn't for VFR (visiting friends & relatives) purposes. If you decided to fly to Vancouver or even Toronto, Montreal or Ottawa for the weekend, it'd raise less suspicion than Edmonton as there's really very little of interest to tourists there.