The poem describes the poet's experience coming across a large group of daffodils near a lake while on a walk through the countryside. He is struck by their vast numbers and the way they flutter in the breeze, appearing as if they are dancing. The sight of the daffodils had such an impact that later, when feeling low in spirits, the vision of the daffodils would flash in his mind and fill his heart with joy.