I'd argue that the situation is a bit different from class variables here, since __annotations__ is indirectly brought into existence by the presence of statically-established type annotations. You can be perfectly aware of how class variables work yet find this surprising, since you'd have to be aware of the additional bit of detail pointed out by Ivan above.