The Mask Does Not Laugh is Valentine's non-boss theme. I think I would probably like it more if Valentine had more of a character, but without that it is hard to connect emotion or characterization to it.
Melody
Memorable and good, especially the refrain.
Evolution
Doesn't change a ton. It has the same general vibe for most of the song.
Emotion
A decent amount throughout, with most of it concentrated in the refrain
Bangerness
Decent. Especially the refrain.
Characterization
It... works. I guess Valentine doesn't really have much characterization herself besides her lack of emotion. So it is kind of hard to tell what her songs should be. Maybe a bit creepier? The name fits her quite well, at least.
Lyrics
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B.O.F. Bonus
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