Why do increased stakes lower your chance to win?

[Gaze73]

Bet 1 unit on 100 coin flips, and you'll break even at +100 (at a magical no-juice book)

Bet 2 or 3 units on 30 of those 100 coin flips, and you're guaranteed to lose.