Davood, try this instead: "The gravity of the situation left me speechless."

These sound better: - The gravity OF the situation silenced me. - I was lost for words at the gravity of the situation. If you want to be more dramatic you could say - The gravity of the situation struck me dumb. - The gravity of the situation robbed me of the power of speech.