Check your local HD or Lowes.

Or look for your local TSC or feed store. Often the big box stores will cater to the style conscious hobby gardener, at least my local ones do. Feed stores are usually a bit more focused on 'gittin' the job dun'.

That said my local Lowe's did have a large selection of velcro strapped Bluehawk (thestore brand) garden gloves last spring. They might be harder to find this time of year (like my seed flats), but if you ask an associate, they can tell you where they are.