Styles can be applied or taken off pets through the Styling Chamber, which you can access from the sidebar navigation by tapping on My Pets > Styling Chamber. This is a page that is separate from the Closet and Customise pages and instead focuses on changing the look of the actual pet, rather than what the pet is wearing on top or around it.
Visit your Styling Chamber Here!