To delete any type of Style geometry except curve points and curve segments, select the geometry you want to delete, and click Style > Delete. The selected geometry is deleted.
If you attempt to delete parent geometry without deleting the children, the children are highlighted, and you are prompted to delete, unlink, or suspend that geometry.