I’d say we’d need to be able to consistently capture it in some way other than the human mind:

any type of a recording. From basic audio/photo/video to fancy science gadgets.

Else, it’s just a blip in the brain. Of course if there was some kind of an universalish experience of aliens comparable to an emotional state like love, then we’d probably have to revise.