Set your Lookup Failed rule to Continue. Columns from the reference input will be NULL if the lookup fails. Detect this condition in a downstream Filter or Transformer stage.
But why bother? Just reverse the sense of the "normal" and "reject" output links, and annotate your diagram to alert future developers to the fact that this is how your design works.
Lookup Stage Reverse Functionality
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