How do you hide multiple views at once?

Try to set all three views to View.INVISIBLE or to View.GONE.

OR

You can try

public void onClick(View v) {
    //Toggle viewing of options, using "if" in case it is set to View.GONE 
    RelativeLayout view = (RelativeLayout) findViewById(R.id.optionsform);
    if (view.getVisibility() == View.VISIBLE) 
        view.setVisibility(View.INVISIBLE);
    else
        view.setVisibility(View.VISIBLE);
}

You must set to the View.GONE state.