The train from Genoa to Pisa passes through La Spezia. The train from Genoa probably originates in Milan, or some other place, or something like that.
The train route from La Spezia to Levanto passes through the CinqueTerre National Park. Day or multi-day train passes (~EUR15 per day for a family of 4 in 2007) are available allowing unlimited travel on this route
