If the voltage does not drop unloaded, I think something is resisted, either the fuse, wire terminals(bad crimping),etc, but still think is the sensor, did you check the resistance? voltage drop is actually the best measurement, but that is the problem you already identified. Can you borrow another sensor from someone? Check the voltage drop on the fuse just in case, or just bypass it for testing purposes.

Best regards