I logged in today to find that all my reputation is gone and I logged in and out but It is not coming back.
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If you are referring to the circles on the map screen - those are not reputation. The map screen shows the progress toward the weekly limit of 100 marks. That limit resets on Tuesday morning. Reputation is visible on he faction vendors in the tower.