Love Japanese cakes as they don't overdo the sugar as westerners do. Especially recommend traditional manju, pancakes with red bean paste filling.
There's a specialist supplier in London, Minamoto Kitchoan, conveniently opposite Fortnum and Mason on Piccadilly, or Japan Centre in Panton St off Haymarket.