I don't believe there are plans to have any paved trail (like the Neuse River Trail) going above and past the dam. However, the Falls Lake hiking trail goes along the entire length of the lake above the dam. This trail is part of the North Carolina Mountains to Sea Trail.
Contact their office for information.
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