Using ECDSA private key in Java with BouncyCastle

Question

I'm trying to use ECDSA in Java with BouncyCastle library and the private key I get by reading the pkcs12 file in Java is different than what I see in the PEM file (which I got using openssl). I'm unsure if they should be the same but seems logical. Question is how do I get the same private key in Java using BC from a pkcs12 file as using openssl?

The cert and the key was generated with

openssl ecparam -name secp521r1 -genkey -param_enc explicit -out private-key.pem
openssl req -new -x509 -key private-key.pem -out server.pem -days 730              
openssl pkcs12 -export -clcerts -in server.pem -inkey private-key.pem -out ecdsaCertificate.p12

Java code:

 Public static void readCertificateData()
      throws KeyStoreException, NoSuchProviderException, NoSuchAlgorithmException, CertificateException,
      FileNotFoundException, IOException, UnrecoverableKeyException {

System.out.println("Get KeyStore");
KeyStore pkcs12Store = KeyStore.getInstance("pkcs12", "BC");
System.out.println("Read File");
pkcs12Store.load(new FileInputStream(CERT), PASSWORD.toCharArray());

Enumeration aliasEnum = pkcs12Store.aliases();
Key key = null;
Certificate cert = null;

while (aliasEnum.hasMoreElements()) {

      String keyName = (String) aliasEnum.nextElement();
      key = pkcs12Store.getKey(keyName, PASSWORD.toCharArray());
      ECPrivateKey ecKey = (ECPrivateKey) key;

      System.out.println("ecKey : \n" + ecKey.toString());
      System.out.println("privKeyToDER:\n" + privateKeyToDER((PrivateKey) key));
      cert = pkcs12Store.getCertificate(keyName);
      System.out.println("cert2 :\n" + Base64.toBase64String((cert.getEncoded())));

      StringToFile(DIR + "tempCert.pem", "-----BEGIN CERTIFICATE-----\n"
              + Base64.toBase64String((cert.getEncoded())) + "-----END CERTIFICATE-----\n");
      System.out.println("privKey Base64 : " + Base64.toBase64String(key.getEncoded()));
      cert = pkcs12Store.getCertificate(keyName);
}
}
public static String privateKeyToDER(PrivateKey key) throws IOException {
    ByteArrayOutputStream bos = new ByteArrayOutputStream();
    JcaPEMWriter pemWriter = new JcaPEMWriter(new OutputStreamWriter(bos));

    pemWriter.writeObject(key);
    pemWriter.close();

    return new String(bos.toByteArray());
}