react-poper usePoper hook custom offset not working

Question

I'm trying using react-poper to create a title on hover to my component. I follow basic document to create test sample but the modifiers seem like not working. No matter value of offset i set, the popup title alway show up at top: 0; left: 0 when the page got loaded. Weird thing is when i change offset in code, then the custom modifiers will work like a charm. Is anyone got this issue before? Is my code break some where, please point out for me. Thankyou!

This is sample code

js file:

import React, { useRef } from "react";
import { usePopper } from "react-popper";
import styled from "styled-components";

const Dropdown = () => {
  const buttonRef = useRef(null);
  const popperRef = useRef(null);
  // the ref for the arrow must be a callback ref

  const { styles, attributes } = usePopper(
    buttonRef.current,
    popperRef.current,
    {
      modifiers: [
        {
          name: "offset",
          options: {
            offset: [0, 100]
          }
        }
      ]
    }
  );
  console.log(styles);

  return (
    <>
      <Warper ref={buttonRef}>
        Hover Me
        <PopperContainer
          ref={popperRef}
          style={styles.popper}
          {...attributes.popper}
        >
          <p>I'm a popper</p>
        </PopperContainer>
      </Warper>
    </>
  );
};

// a basic page styling

const PopperContainer = styled.div`
  box-shadow: 0 0 5px rgba(0, 0, 0, 0.3);
  border-radius: 5px;
  background-color: white;
  padding: 20px;
  text-align: center;
  visibility: hidden;
`;

const Warper = styled.div`
  position: relative;
  background: lightblue;
  border: none;
  box-shadow: 1px 1px 1px rgba(0, 0, 0, 0.3);
  width: 150px;
  height: 50px;
  outline: none;

  &:hover ${PopperContainer} {
    visibility: visible;
  }
`;
export default Dropdown;