diff --git a/mlir/lib/Dialect/Vector/Transforms/VectorTransforms.cpp b/mlir/lib/Dialect/Vector/Transforms/VectorTransforms.cpp
index f29eba90c3ceb..ea4a02f2f2e77 100644
--- a/mlir/lib/Dialect/Vector/Transforms/VectorTransforms.cpp
+++ b/mlir/lib/Dialect/Vector/Transforms/VectorTransforms.cpp
@@ -1293,6 +1293,11 @@ class DropInnerMostUnitDimsTransferRead
     if (dimsToDrop == 0)
       return failure();
 
+    // Make sure that the indices to be dropped are equal 0.
+    // TODO: Deal with cases when the indices are not 0.
+    if (!llvm::all_of(readOp.getIndices().take_back(dimsToDrop), isZeroIndex))
+      return failure();
+
     auto resultTargetVecType =
         VectorType::get(targetType.getShape().drop_back(dimsToDrop),
                         targetType.getElementType(),
diff --git a/mlir/test/Dialect/Vector/vector-transfer-collapse-inner-most-dims.mlir b/mlir/test/Dialect/Vector/vector-transfer-collapse-inner-most-dims.mlir
index a50c01898c62e..bb37d5b45520c 100644
--- a/mlir/test/Dialect/Vector/vector-transfer-collapse-inner-most-dims.mlir
+++ b/mlir/test/Dialect/Vector/vector-transfer-collapse-inner-most-dims.mlir
@@ -111,31 +111,41 @@ func.func @contiguous_inner_most_outer_dim_dyn_scalable_inner_dim(%a: index, %b:
 
 // -----
 
-func.func @contiguous_inner_most_dim_non_zero_idxs(%A: memref<16x1xf32>, %i:index, %j:index) -> (vector<8x1xf32>) {
+func.func @contiguous_inner_most_dim_non_zero_idx(%A: memref<16x1xf32>, %i:index) -> (vector<8x1xf32>) {
   %c0 = arith.constant 0 : index
   %f0 = arith.constant 0.0 : f32
-  %1 = vector.transfer_read %A[%i, %j], %f0 : memref<16x1xf32>, vector<8x1xf32>
+  %1 = vector.transfer_read %A[%i, %c0], %f0 : memref<16x1xf32>, vector<8x1xf32>
   return %1 : vector<8x1xf32>
 }
-//      CHECK: func @contiguous_inner_most_dim_non_zero_idxs(%[[SRC:.+]]: memref<16x1xf32>, %[[I:.+]]: index, %[[J:.+]]: index) -> vector<8x1xf32>
+//      CHECK: func @contiguous_inner_most_dim_non_zero_idx(%[[SRC:.+]]: memref<16x1xf32>, %[[I:.+]]: index) -> vector<8x1xf32>
 //      CHECK:   %[[SRC_0:.+]] = memref.subview %[[SRC]]
 // CHECK-SAME:     memref<16x1xf32> to memref<16xf32, strided<[1]>>
 //      CHECK:   %[[V:.+]] = vector.transfer_read %[[SRC_0]]
 //      CHECK:   %[[RESULT:.+]] = vector.shape_cast %[[V]] : vector<8xf32> to vector<8x1xf32>
 //      CHECK:   return %[[RESULT]]
 
+// The index to be dropped is != 0 - this is currently not supported.
+func.func @negative_contiguous_inner_most_dim_non_zero_idxs(%A: memref<16x1xf32>, %i:index) -> (vector<8x1xf32>) {
+  %f0 = arith.constant 0.0 : f32
+  %1 = vector.transfer_read %A[%i, %i], %f0 : memref<16x1xf32>, vector<8x1xf32>
+  return %1 : vector<8x1xf32>
+}
+// CHECK-LABEL: func @negative_contiguous_inner_most_dim_non_zero_idxs
+// CHECK-NOT:     memref.subview
+// CHECK:         vector.transfer_read
+
 // Same as the top example within this split, but with the outer vector
 // dim scalable. Note that this example only makes sense when "8 = [8]" (i.e.
 // vscale = 1). This is assumed (implicitly) via the `in_bounds` attribute.
 
-func.func @contiguous_inner_most_dim_non_zero_idxs_scalable_inner_dim(%A: memref<16x1xf32>, %i:index, %j:index) -> (vector<[8]x1xf32>) {
+func.func @contiguous_inner_most_dim_non_zero_idx_scalable_inner_dim(%A: memref<16x1xf32>, %i:index) -> (vector<[8]x1xf32>) {
   %c0 = arith.constant 0 : index
   %f0 = arith.constant 0.0 : f32
-  %1 = vector.transfer_read %A[%i, %j], %f0 : memref<16x1xf32>, vector<[8]x1xf32>
+  %1 = vector.transfer_read %A[%i, %c0], %f0 : memref<16x1xf32>, vector<[8]x1xf32>
   return %1 : vector<[8]x1xf32>
 }
-// CHECK-LABEL: func @contiguous_inner_most_dim_non_zero_idxs_scalable_inner_dim(
-// CHECK-SAME:    %[[SRC:.+]]: memref<16x1xf32>, %[[I:.+]]: index, %[[J:.+]]: index) -> vector<[8]x1xf32>
+// CHECK-LABEL: func @contiguous_inner_most_dim_non_zero_idx_scalable_inner_dim(
+// CHECK-SAME:    %[[SRC:.+]]: memref<16x1xf32>, %[[I:.+]]: index) -> vector<[8]x1xf32>
 //       CHECK:   %[[SRC_0:.+]] = memref.subview %[[SRC]]
 //  CHECK-SAME:     memref<16x1xf32> to memref<16xf32, strided<[1]>>
 //       CHECK:   %[[V:.+]] = vector.transfer_read %[[SRC_0]]