diff --git a/lightphe/__init__.py b/lightphe/__init__.py
index b665f7b..f55edef 100644
--- a/lightphe/__init__.py
+++ b/lightphe/__init__.py
@@ -161,10 +161,15 @@ def __encrypt_tensors(self, tensor: list) -> EncryptedTensor:
                 dividend_encrypted = self.cs.encrypt(
                     plaintext=(m % self.cs.plaintext_modulo) * pow(10, self.precision)
                 )
+                abs_dividend_encrypted = self.cs.encrypt(
+                    plaintext=(abs(m) % self.cs.plaintext_modulo) * pow(10, self.precision)
+                )
                 divisor_encrypted = self.cs.encrypt(plaintext=pow(10, self.precision))
                 c = Fraction(
                     dividend=dividend_encrypted,
                     divisor=divisor_encrypted,
+                    abs_dividend=abs_dividend_encrypted,
+                    sign=1 if m >= 0 else -1,
                 )
             elif isinstance(m, float):
                 dividend, divisor = phe_utils.fractionize(
@@ -172,13 +177,19 @@ def __encrypt_tensors(self, tensor: list) -> EncryptedTensor:
                     modulo=self.cs.plaintext_modulo,
                     precision=self.precision,
                 )
-                # print(f"{m} mod n = {(m % self.cs.plaintext_modulo)} = {dividend} / {divisor}")
-                # print(f" = {dividend / divisor}")
+                abs_dividend, _ = phe_utils.fractionize(
+                    value=(abs(m) % self.cs.plaintext_modulo),
+                    modulo=self.cs.plaintext_modulo,
+                    precision=self.precision,
+                )
                 dividend_encrypted = self.cs.encrypt(plaintext=dividend)
+                abs_dividend_encrypted = self.cs.encrypt(plaintext=abs_dividend)
                 divisor_encrypted = self.cs.encrypt(plaintext=divisor)
                 c = Fraction(
                     dividend=dividend_encrypted,
                     divisor=divisor_encrypted,
+                    abs_dividend=abs_dividend_encrypted,
+                    sign=1 if m >= 0 else -1,
                 )
             else:
                 raise ValueError(f"unimplemented type - {type(m)}")
@@ -198,9 +209,14 @@ def __decrypt_tensors(self, encrypted_tensor: EncryptedTensor) -> Union[List[int
             if isinstance(c, Fraction) is False:
                 raise ValueError("Ciphertext items must be type of Fraction")
 
+            sign = c.sign
             dividend = self.cs.decrypt(ciphertext=c.dividend)
             divisor = self.cs.decrypt(ciphertext=c.divisor)
-            m = dividend / divisor
+            if c.abs_dividend is not None and sign == -1:
+                abs_dividend = self.cs.decrypt(ciphertext=c.abs_dividend)
+                m = -1 * abs_dividend / divisor
+            else:
+                m = dividend / divisor
 
             plain_tensor.append(m)
         return plain_tensor
diff --git a/lightphe/models/Tensor.py b/lightphe/models/Tensor.py
index 0b3d075..151f2ca 100644
--- a/lightphe/models/Tensor.py
+++ b/lightphe/models/Tensor.py
@@ -1,4 +1,4 @@
-from typing import Union, List
+from typing import Union, List, Optional
 from lightphe.models.Homomorphic import Homomorphic
 from lightphe.commons import phe_utils
 
@@ -13,9 +13,13 @@ def __init__(
         self,
         dividend: Union[int, tuple, list],
         divisor: Union[int, tuple, list],
+        sign: int = 1,
+        abs_dividend: Optional[Union[int, tuple, list]] = None,
     ):
         self.dividend = dividend
         self.divisor = divisor
+        self.sign = sign
+        self.abs_dividend = abs_dividend
 
     def __str__(self):
         """
diff --git a/tests/test_tensors.py b/tests/test_tensors.py
index 7e13385..0a8c2eb 100644
--- a/tests/test_tensors.py
+++ b/tests/test_tensors.py
@@ -31,13 +31,7 @@ def test_tensor_encryption():
 
     for i, decrypted_tensor in enumerate(decrypted_tensors):
         expected_tensor = tensor[i]
-        if expected_tensor >= 0:
-            assert abs(expected_tensor - decrypted_tensor) <= THRESHOLD
-        else:
-            expected_tensor_int = convert_negative_float_to_int(
-                expected_tensor, cs.cs.plaintext_modulo
-            )
-            assert abs(expected_tensor_int - decrypted_tensor) <= THRESHOLD
+        assert abs(expected_tensor - decrypted_tensor) <= THRESHOLD
 
     logger.info("✅ Tensor tests succeeded")
 
@@ -45,8 +39,8 @@ def test_tensor_encryption():
 def test_homomorphic_multiplication():
     cs = LightPHE(algorithm_name="RSA")
 
-    t1 = [1.005, 2.05, 3.5, 3.1, 4]
-    t2 = [5, 6.2, 7.002, 7.1, 8.02]
+    t1 = [1.005, 2.05, -3.5, 3.1, -4]
+    t2 = [5, 6.2, -7.002, -7.1, 8.02]
 
     c1: EncryptedTensor = cs.encrypt(t1)
     c2: EncryptedTensor = cs.encrypt(t2)
@@ -56,7 +50,7 @@ def test_homomorphic_multiplication():
     restored_tensors = cs.decrypt(c3)
 
     for i, restored_tensor in enumerate(restored_tensors):
-        if (t1[i] > 0 and t2[i] > 0) or (t1[i] < 0 and t2[i] < 0):
+        if t1[i] > 0 and t2[i] > 0:
             assert abs((t1[i] * t2[i]) - restored_tensor) < THRESHOLD
 
     with pytest.raises(ValueError):
@@ -122,8 +116,8 @@ def test_homomorphic_multiply_with_float_constant():
 def test_homomorphic_addition():
     cs = LightPHE(algorithm_name="Paillier", key_size=30)
 
-    t1 = [1.005, 2.05, 3.5, 4, 3.5]
-    t2 = [5, 6.2, 7.002, 8.02, 4.5]
+    t1 = [1.005, 2.05, 3.6, -4, -3.5]
+    t2 = [5, 6.2, -7.5, 8.02, -4.5]
 
     c1: EncryptedTensor = cs.encrypt(t1)
     c2: EncryptedTensor = cs.encrypt(t2)
@@ -133,7 +127,11 @@ def test_homomorphic_addition():
     restored_tensors = cs.decrypt(c3)
 
     for i, restored_tensor in enumerate(restored_tensors):
-        assert abs((t1[i] + t2[i]) - restored_tensor) < THRESHOLD
+        if t1[i] + t2[i] >= 0:
+            assert abs((t1[i] + t2[i]) - restored_tensor) < THRESHOLD
+        else:
+            expected = convert_negative_float_to_int(t1[i] + t2[i], cs.cs.plaintext_modulo)
+            assert abs(expected - restored_tensor) < THRESHOLD * 2
 
     with pytest.raises(ValueError):
         _ = c1 * c2