Styles, along with many other customizations, are stored in Templates. Store them in a template and use that template as the basis for creating new documents.
Templates in Microsoft Word
If you are going to share them with others, definitely do NOT store them in the normal.dotm template for sharing. That template should not be shared or overwritten in order to share customizations.