I'm not sure the premise of the question is entirely an accurate portrayal of the situation. But, in any case, so far as I am aware, there's been no need as yet to introduce "dark photons", or the like, to explain as yet nonexistent observations of weirdness in EM.
There may, on the other hand, be soon a need to do so over *short* distances, as there are some signs of anomalies in the behaviour of muons (the electron's bigger brother).