Are you sure this was the Federal tax portal, and not the Delaware Franchise tax? As far as I know, only the latter defaults to a "scary" tax calculation based on number of shares (but you can easily switch it to the Assumed Par Value Capital Method based calculation, which would be $400 in total for you, assuming you filed on time).
Federal taxes should be $0 if you had no profits.