You can find sticker sets in the Moments section of the Diary. They are available during certain Events, each set featuring 12 to 15 stickers.
Collecting a full set of stickers will reward you with a super energy item, which provides unlimited energy for 3 hours.
If you do not receive any stickers during an Event, the stickers page for that Event will disappear.