diff --git a/triton_viz/clients/sanitizer/sanitizer.py b/triton_viz/clients/sanitizer/sanitizer.py
index 881986ad..f5be63bb 100644
--- a/triton_viz/clients/sanitizer/sanitizer.py
+++ b/triton_viz/clients/sanitizer/sanitizer.py
@@ -2103,9 +2103,34 @@ def loop_hook_after(lineno: int) -> None:
             # add constraints for loop_i
             iterator_constraints: list[BoolRef] = []
             if ctx.values:
-                iterator_constraints.append(
-                    Or(*[ctx.idx_z3 == v for v in set(ctx.values)])
-                )
+
+                def check_if_affine(seq):
+                    """Check whether seq forms an arithmetic sequence;
+                    if it does, return (True, LowerBound, step, UpperBound);,
+                    otherwise return (False, None, None, None).
+                    """
+                    n = len(seq)
+                    if n == 0 or n == 1:
+                        return False, None, None, None
+                    step = seq[1] - seq[0]
+                    for i in range(2, n):
+                        if seq[i] - seq[i - 1] != step:
+                            return False, None, None, None
+                    return True, seq[0], step, seq[-1]
+
+                is_affine, start, step, end = check_if_affine(ctx.values)
+                if is_affine:
+                    iterator_constraints.append(
+                        And(
+                            ctx.idx_z3 >= start,
+                            ctx.idx_z3 <= end,
+                            (ctx.idx_z3 - start) % step == 0,
+                        )
+                    )
+                else:
+                    iterator_constraints.append(
+                        Or(*[ctx.idx_z3 == v for v in set(ctx.values)])
+                    )
 
             # execute pending checks
             for check_tuple in ctx.pending_checks: