I know there are a lot of shitty people out there but one should also note that the workplace is one of the places where people tend to meet their partner. There is a lot of flirting going on in general and some of that by nature will be unwanted.
As an example early in my career I used to work with a woman that was also pretty new and we had some chemistry. Nothing really came out of it but we did spend some time together at work and outside work. But that started as professional attitude -> friendly -> flirty. She was the one that pushed flirty at first and for example after a while when I sent her a message that she forgot an attachment I could get a "Oops, sorry! You will have to spank me!" or something similar.
I'm not trying to defend that 45 year old married guy that drunk walks up to the new 20 something hire and tells her that she has a hot body but at the same time you will have people looking for a partner spending a lot of time together. And if you also add in office parties with alcohol you are bound to also have a few misunderstandings where Guy/Girl thinks that they are hitting it off with other Guy/Girl and wants to try to take to the next level while the other person only thought they were friendly co-workers and wants to stay that way.
The worst case scenario for you is you don't get a date. The worst case scenario for them is their work environment is now unsafe because they had to reject you. I encourage you to listen to women's thoughts on this issue, which are almost universally negative toward workplace romance.
Why would it be unsafe for them just because they rejected me? And of course people are not universally against it. Most people seems to be meeting their partner through friends but the second largest group has met their partner at work.
As an example early in my career I used to work with a woman that was also pretty new and we had some chemistry. Nothing really came out of it but we did spend some time together at work and outside work. But that started as professional attitude -> friendly -> flirty. She was the one that pushed flirty at first and for example after a while when I sent her a message that she forgot an attachment I could get a "Oops, sorry! You will have to spank me!" or something similar.
I'm not trying to defend that 45 year old married guy that drunk walks up to the new 20 something hire and tells her that she has a hot body but at the same time you will have people looking for a partner spending a lot of time together. And if you also add in office parties with alcohol you are bound to also have a few misunderstandings where Guy/Girl thinks that they are hitting it off with other Guy/Girl and wants to try to take to the next level while the other person only thought they were friendly co-workers and wants to stay that way.