The question is asking to fill in the blank to describe what the class is doing. The options are 'going', 'would', and 'want'. The sentence structure 'My class is ___ to read a book about animals today' requires a verb indicating an ongoing action or intention. 'Going' fits this context best, forming the present continuous tense to describe the activity.