Open your form in the InfoPath designer.
Switch to the Edit view, go to properties
Go to the Print Settings tab
Set the print view to the display view
This means that SharePoint will use the view that you specify here as the display view when you are opening the form in the browser.
This will only use it when viewing the form (read-only)
.