The trick was to add position: relative to the associated CSS definition. Here's how I got the border to show up on hover:
.category_item_title a {
	text-decoration:  none;
	color: #3C2517;
}
.category_item_title a:hover {
	border-bottom: 4px dotted #3C2518;
	position: relative; /* ADDED THIS! */
}
Once I added position: relative on hover, it displayed perfectly.  Why?  I have no idea.  But it works, and I am happy.
				
			
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