Emma Shih is an animator who worked on Spider-Man: Into the Spider-Verse. A few days ago, she released several reference scenes that she shot for the film alongside the actual animation.

For those who don’t know, animators will often use reference videos for scenes that they are trying to animate to make sure that they are catching every motion correctly. Hell, there are entire companies that provide reference videos for animators and animation studios. Emma Shih, on the other hand, made her own reference videos for the scenes she helped animate. And, well, they are pretty freakin’ adorable.