To unlock that scene you need to have Neruko on Lover level at that point, so yeah there's a chance you may not have gathered enough Friendship points in her previous events.
There's one choice during that event that can get you +10 Friendship points that could get you to Lover, but yeah if you failed to get enough points in the past events then there's a chance you may not reach Lover by then.