The pictures of the phénakisticope became distorted when spun fast enough to produce the illusion of movement; they appeared a bit slimmer and were slightly curved.
The distortion and the flicker caused by the rotating slits are not seen in most phénakisticope animations now found online (for instance the GIF animation on this page).