While you may not lose money on your principal amount, you can lose money on the coupons paid on inflation-linked bonds. This is because, during times of deflation, gains from coupon payments decrease by the same rate of inflation. However, most inflation-linked bonds are protected against deflation, as the principal and coupon can't decrease below an initial floor limit.