very negative statements are predicted to be positive 

i run this code but only with epoch = 1 (to save time); got accuracy of 99%. run predict and for all negative sentences like "jestem nieszczesliwy" or "zle sie czuje' i got probabilities of them being positive at ca 98%. What is wrong? should i run it with epochs = 20 as it is in original code?