I think based on your explanation you want an underseat/hideaway sub, https://www.caraudiocentre.co.uk/category.asp?m=&c=2741&brandfilter=&features=&sort_by_price=ASC&pageItem=12
They are reasonably thin and small, with amplifiers built in so you can just run a power, ground and RCA's from...