I have been wanting to work from home for a while now. My employer has talked about it a few times. I know it won't happen anytime soon since those who HAVE to be in office will throw a fit about how it's unfair they have to be there. With the work I do, I honestly don't even need to be in office. You consider all that time that goes into waking up, getting ready, trying to find something to wear, driving to work, sitting in traffic, etc and that's like 2 hrs of wasted unpaid/unaccounted time.
Why don't you move away from your workspace during your breaks? If you need that social interaction, message your coworkers. I'm an introvert by nature so I could probably be ok working from home. But I'm sure my productivity will decrease for sure!