['I was looking through an old photo album and remembering the good times I had with friends.', 'Sometimes it is nice to look back.', "It's amazing how looking at a photo can make you remember those precious moments."]
Yes, I would say it is bittersweet.
I was looking at some old photos, and I was thinking of the good old days.