I feel unwanted and abandoned
Sorry to hear you are feeling this way.
Can I suggest that you have an open conversation about this with your boyfriend, perhaps he is unaware or finds it difficult. Guide him and suggest simple ways that he can assist you when you are needing it.
Some people are just not comfortable with emotionally supporting others and may need to learn this skill.
Do you think this may help?