After you add your Control to your Form it inherits the Font from your Form (or the Container you use)
So i guess your Forms Font is not set, so it uses "Microsoft Sans Serif; 8,25pt" as default value.
and that gets inherited to your LinkLabel.
You can set your Font with
yourLinkLabel.Font = New Font("Arial", 15)
AFTER it was added to a Container!