To remove one super product attribute (as they are called) from all configurable products, you could execute this SQL query in the database:
The table catalog_product_super_attribute links products to super product attributes. You can add and remove attributes to created configurable products there.
DELETE FROM catalog_product_super_attribute WHERE attribute_id =<id>
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