Correct, it would give the results from this exact moment in time to that same timestamp 7 days ago. Were you thinking it might give you up to say the start of the last week or something?
Reading the end of the sentence "within the past week:" just above. However I would be interested to know if the "last week" date range is easily doable in postgres :)