Unproductive is the status to actually pay attention to. It means load is high but the fitness response isn't there. Almost always one of four causes:
1) Intensity distribution wrong — too much medium-hard work, not enough true Z2 + not enough Z4/Z5 quality. Run easy days truly easy.
2) Sleep or nutrition under-supplying recovery — chronic 6-hour nights, under-fueling, RED-S patterns.
3) Cumulative fatigue from a too-fast build (ACWR ramping > 1.4 week over week).
4) Illness brewing — Unproductive is sometimes the first warning sign 3–5 days before symptoms.
Action: drop one quality session, take an extra easy day, watch sleep and HRV closely. Don't add more training to 'fix' it — that's the trap.