Dictionary of Positivity - Positivity in Your Pocket (2nd edition) by Juha Salmela

You'll get:

- List of adjectives with positive connotations

- List of verbs with positive connotations

- List of nouns with positive connotations

- List of interjections and exclamations with positive connotations

- Definitions of all the words

- And plenty of good will :)