Dog the Bounty Hunter Grieved Hard on Beth's Birthday

Dog the Bounty Hunter's still very much in the throes of his grief from losing his soulmate ... and he spent her birthday grieving, all by himself. Sources close to Dog tell TMZ ... Beth Chapman's death hit him especially hard on October 29 ...…