In this work we present a new corpus in the area of Computational Creativity (CC), the Literary Sentiment Sentence Spanish Corpus (LiSSS). We address this corpus of literary sentences in order to evaluate algorithms of sentiment classication. We have constitute it by manually classifying its sentences in ve emotions: Love, Fear, Happiness, Anger and Sadness/Pain. We also present some baseline classication algorithms applied on our corpus. The LiSSS corpus will be available to the community as a free resource to evaluate or create CC algorithms.