Yes. The obligation follows the election, not the activity. A dormant S corporation still files and still issues K-1s showing zero.
Penalties for a late 1120-S are charged per shareholder per month, so a quiet year can produce a real bill. More on corporate returns.
Inkle Tax prepares and files US federal and state returns for your company.