I played the original Alone In The Dark a long long time ago.

I believe the 'monsters' were more like creatures from another world...sort of demons and ghosts and all sorts of weird things. I believe the AITD universe is loosely based on H.P. Lovecrafts work so if you are familiar with that I'm sure you can figure out what the creatures are like.