The teacher's encouragement shaped his positive attitude towards learning.

shaped 是动词 shape 的过去式，shape 本意是"塑造、形成"，指通过外部影响使某物或某人产生特定形态或特征。在这里比喻老师的鼓励对学生学习态度产生了积极的塑造作用。