S'-valued Gaussian processes of a certain class are shown to have the semimartingale decomposition similar to that one given by the Ornstein-Uhlenbeck equation. There is given a simple sufficient condition for the family of fluctuations to be tight.The non-Markov property for this class of processes is investigated