Found it by overriding the :focus outline style specified by the user agent style sheet.
For anyone else looking to resolve a similar styling issue, pages that have any style elements unspecified will have them specified by any browser that has it’s own built in styling elements, such as Google Chrome. (User agent style sheet) Overriding it is as easy as specifying that style, and the desired options in your CSS files.