idk if this helps or not, but you can skip the slideUp and fadeIn shortcuts and just use animate:
http://jsfiddle.net/bZXjv/
$('#anotherDiv').hover(function() {
$('#myDiv')
.stop(true, true)
.animate({
height:"toggle",
opacity:"toggle"
},slideDuration);
});