Amnesia: Where did the Servants Come From

[Hunter of Shadows]

FG has explained this

The wine in the cellars was spiked with a potion that summons entities from another plane of existence who possess the body and began trying to twist and reform it to better suit their needs, obviously this doesn't work so great for the human body, and Alexander has had to patch them up quite a bit.

There's your answer