Perhaps their adrenaline and excitement levels are so boosted by the perceived gains that it leads to a better performance even if slightly. Sort of an added confidence.
Physiologically speaking, what noticeable changes are there to using a stimulate or other banned substance that show up in mid-race, or immediately before and immediately after a race?
How do you prove without a doubt that the drug itself led to the improved performance on any given race day?