"Ghost Deer" is a song that uses evocative imagery to depict a mysterious, ethereal creature moving through a forest at night. The lyrics establish a sense of wonder and awe through descriptions of its ghostly appearance and supernatural qualities, suggesting a connection to nature's spirits and ancient legends. The repetition of the refrain, "Ghost Deer in the trees / Fading through the leaves," emphasizes the fleeting and elusive nature of the subject, leaving the listener with a sense of mystery and intrigue. The song ultimately uses the ghost deer as a symbol of guidance and hope, leading the listener towards the light.