What is "the gui variable"? Do you mean the handles struct? Then:
handles.yourData = [];
guidata(hObject, handles);
Or
handles = rmfield(handles, 'yourData');
guidata(hObject, handles);
Or perhaps some persistent variables?
For a more precise answer, explain, how you store the variables.
