It's a bittersweet memory because...

John: I remember my grandfather's passing.

Alice: That must be difficult. It's a bittersweet memory because it was sad, but I also cherish the time we spent together.

John: Yes, exactly. It's a bittersweet memory because of all the happy moments mixed with the pain of loss.

Alice: I understand. Those kinds of memories stay with you.