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Yes, and the 'edge-on' part is what makes them work as well as they do. Stropping with a spine off the strop exerts a force sideways and that's the weakest direction where it takes a miniscule force...

It is likely too late and your razor would need to be rehoned. The edge is very delicate.
You will know the next time you try to shave.