It's most likely that Elma's Tea Room is your jam if you enjoy the idea of tea parties (we mean the Alice in Wonderland sorts). They've got a high tea menu that comes with scones with cream, along with an extensive menu of teas that has everything from Rhododendron, to English Breakfast and Darjeeling tea!
Price: INR 1,500 for two people.
PS: It has the prettiest interiors and vibe!