Put the query arguments in hidden input fields:
<form action="http://spufalcons.com/index.aspx">
<input type="hidden" name="tab" value="gymnastics" />
<input type="hidden" name="path" value="gym" />
<input type="submit" value="SPU Gymnastics"/>
</form>