Walter takes a keen interest in this boy on the episode "Alone in the World." The latter is played by Aaron Bird.
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Fringe Season 4 Episode 3 Quotes

Walter, I'm scared. I want to come home. Do you hear me? Walter.

Peter

Remarkably pungent stench.

Walter