I think there are two good options here:

1. Define the drill-down, which would essentially point them to another report that contains just the columns you want: https://docs.servicenow.com/bundle/washingtondc-now-intelligence/page/use/reporting/task/t_DefineARe... 
2. Set the report click-through behavior. In this way, you can define the view that is used: https://docs.servicenow.com/bundle/washingtondc-now-intelligence/page/use/reporting/task/set-report-... 

If anyone knows a better way to control the View value when clicking through, I'd be happy to give kudos. 🙂