I did this to a semi-scale low wing monoplane (De-Haviland)...

and yes, there was quite a nose down pitch when you waggled that rudder.
As mentioned, the increased air pressure under the elevator would have this effect.... so what if I extended the fin rearwards of the elevator?

...Check if it will still fit in the boot !!