the hidden state and you imagine what happens just three points in right and so you're calling this a function this a transformation over and over and over again on your data and classically in the vanilla want a case this is just some matrix multiplication some learned matrix W times your input X and so when you go out and say a hundred words in you're taking that W vector W matrix and you're multiplying it a hundred times alright so in in simple math in in real number math we know that if you take any number less than one and raise it to a