The emotional atmosphere that a poem creates is known as mood.
Mood of a poem depends on the poet him/herself, their choice of words, background information, their personal feelings, etc. Mood can be happy, sad, melancholic, depressing, ecstatic - it can be anything a poet wants it to be.