If a random day (day_0) is sunny, the next day (day_1) is sunny in a probability of 80%, rainy in a probability of 20%.

it has a probability of 0.8 that Bob is Happy when it is sunny, 0.2 for grumpy.

Bob is Happy when it is rainy in a probability of 40%, 60% is grumpy.