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Well, the discoloration was only on the heel edge of the stone, and yellows cut pretty fast if you use pressure. Even using no extra pressure on the blade, if the blade tilts up there's still a...

It sounds like you need to support the heel of the blade more when you're honing. That "roughness" may have been bits of wire edge that had broken off and embedded in the hone.