In episode 6, "The Persistence of Memory," Bay's birth certificate revealed that her and Daphne's birthday is October 22. "Paradise Lost" centers on their 16th birthday, supposedly taking place in Kansas City, Missouri in late October. The weather would be quite cold, but is depicted as fairly warm, consistent with filming in California. Later episodes further into autumn and winter likewise depict warmer weather.
At around 9:15 the start of a scene with Bay and Emmett having lunch together begins briefly with the two actors waiting for their cue to sit down.