Technically if you have enetered a station without a valid ticket or
having validated your Oyster card (as you did) you are liable to a £20
penalty fare.

On TV a while ago a Tube Revenue Inspector mentioned that they almost
always report everyone they catch for fare evasion to appear in court
unless they are not resident in this country or have a reasonable
excuse.