@comeonnow the word on the eraser is "chocolate". He was contemplating to eat it because he either thought it was a chocolate piece, or he imagined it as a chocolate piece.
@Australis Kamenashi is his real name, Kanenashi is his nickname (read chapter 1, Tsurumi says "The person I like, Kamenashi-kun, is very poor true to his nickname")